In [1]:
!pip uninstall keras keras-vggface keras-applications tensorflow -y
!pip install tensorflow==2.12.0 keras==2.12.0 keras-vggface keras-applications --no-cache-dir
Found existing installation: keras 3.8.0 Uninstalling keras-3.8.0: Successfully uninstalled keras-3.8.0 WARNING: Skipping keras-vggface as it is not installed. WARNING: Skipping keras-applications as it is not installed. Found existing installation: tensorflow 2.18.0 Uninstalling tensorflow-2.18.0: Successfully uninstalled tensorflow-2.18.0 Collecting tensorflow==2.12.0 Downloading tensorflow-2.12.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (3.4 kB) Collecting keras==2.12.0 Downloading keras-2.12.0-py2.py3-none-any.whl.metadata (1.4 kB) Collecting keras-vggface Downloading keras_vggface-0.6-py3-none-any.whl.metadata (604 bytes) Collecting keras-applications Downloading Keras_Applications-1.0.8-py3-none-any.whl.metadata (1.7 kB) Requirement already satisfied: absl-py>=1.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (1.4.0) Requirement already satisfied: astunparse>=1.6.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (1.6.3) Requirement already satisfied: flatbuffers>=2.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (25.2.10) Collecting gast<=0.4.0,>=0.2.1 (from tensorflow==2.12.0) Downloading gast-0.4.0-py3-none-any.whl.metadata (1.1 kB) Requirement already satisfied: google-pasta>=0.1.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (0.2.0) Requirement already satisfied: grpcio<2.0,>=1.24.3 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (1.71.0) Requirement already satisfied: h5py>=2.9.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (3.13.0) Requirement already satisfied: jax>=0.3.15 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (0.5.2) Requirement already satisfied: libclang>=13.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (18.1.1) Collecting numpy<1.24,>=1.22 (from tensorflow==2.12.0) Downloading numpy-1.23.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (2.3 kB) Requirement already satisfied: opt-einsum>=2.3.2 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (3.4.0) Requirement already satisfied: packaging in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (24.2) Collecting protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.20.3 (from tensorflow==2.12.0) Downloading protobuf-4.25.6-cp37-abi3-manylinux2014_x86_64.whl.metadata (541 bytes) Requirement already satisfied: setuptools in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (75.1.0) Requirement already satisfied: six>=1.12.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (1.17.0) Collecting tensorboard<2.13,>=2.12 (from tensorflow==2.12.0) Downloading tensorboard-2.12.3-py3-none-any.whl.metadata (1.8 kB) Collecting tensorflow-estimator<2.13,>=2.12.0 (from tensorflow==2.12.0) Downloading tensorflow_estimator-2.12.0-py2.py3-none-any.whl.metadata (1.3 kB) Requirement already satisfied: termcolor>=1.1.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (2.5.0) Requirement already satisfied: typing-extensions>=3.6.6 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (4.12.2) Collecting wrapt<1.15,>=1.11.0 (from tensorflow==2.12.0) Downloading wrapt-1.14.1-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (6.7 kB) Requirement already satisfied: tensorflow-io-gcs-filesystem>=0.23.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow==2.12.0) (0.37.1) Requirement already satisfied: scipy>=0.14 in /usr/local/lib/python3.11/dist-packages (from keras-vggface) (1.14.1) Requirement already satisfied: pillow in /usr/local/lib/python3.11/dist-packages (from keras-vggface) (11.1.0) Requirement already satisfied: pyyaml in /usr/local/lib/python3.11/dist-packages (from keras-vggface) (6.0.2) Requirement already satisfied: wheel<1.0,>=0.23.0 in /usr/local/lib/python3.11/dist-packages (from astunparse>=1.6.0->tensorflow==2.12.0) (0.45.1) Requirement already satisfied: jaxlib<=0.5.2,>=0.5.1 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow==2.12.0) (0.5.1) Requirement already satisfied: ml_dtypes>=0.4.0 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow==2.12.0) (0.4.1) INFO: pip is looking at multiple versions of jax to determine which version is compatible with other requirements. This could take a while. Collecting jax>=0.3.15 (from tensorflow==2.12.0) Downloading jax-0.5.3-py3-none-any.whl.metadata (22 kB) Collecting jaxlib<=0.5.3,>=0.5.3 (from jax>=0.3.15->tensorflow==2.12.0) Downloading jaxlib-0.5.3-cp311-cp311-manylinux2014_x86_64.whl.metadata (1.2 kB) Collecting jax>=0.3.15 (from tensorflow==2.12.0) Downloading jax-0.5.1-py3-none-any.whl.metadata (22 kB) Downloading jax-0.5.0-py3-none-any.whl.metadata (22 kB) Collecting jaxlib<=0.5.0,>=0.5.0 (from jax>=0.3.15->tensorflow==2.12.0) Downloading jaxlib-0.5.0-cp311-cp311-manylinux2014_x86_64.whl.metadata (978 bytes) Collecting jax>=0.3.15 (from tensorflow==2.12.0) Downloading jax-0.4.38-py3-none-any.whl.metadata (22 kB) Collecting jaxlib<=0.4.38,>=0.4.38 (from jax>=0.3.15->tensorflow==2.12.0) Downloading jaxlib-0.4.38-cp311-cp311-manylinux2014_x86_64.whl.metadata (1.0 kB) Collecting jax>=0.3.15 (from tensorflow==2.12.0) Downloading jax-0.4.37-py3-none-any.whl.metadata (22 kB) Collecting jaxlib<=0.4.37,>=0.4.36 (from jax>=0.3.15->tensorflow==2.12.0) Downloading jaxlib-0.4.36-cp311-cp311-manylinux2014_x86_64.whl.metadata (1.0 kB) Collecting jax>=0.3.15 (from tensorflow==2.12.0) Downloading jax-0.4.36-py3-none-any.whl.metadata (22 kB) Downloading jax-0.4.35-py3-none-any.whl.metadata (22 kB) Collecting jaxlib<=0.4.35,>=0.4.34 (from jax>=0.3.15->tensorflow==2.12.0) Downloading jaxlib-0.4.35-cp311-cp311-manylinux2014_x86_64.whl.metadata (983 bytes) INFO: pip is still looking at multiple versions of jax to determine which version is compatible with other requirements. This could take a while. Collecting jax>=0.3.15 (from tensorflow==2.12.0) Downloading jax-0.4.34-py3-none-any.whl.metadata (22 kB) Collecting jaxlib<=0.4.34,>=0.4.34 (from jax>=0.3.15->tensorflow==2.12.0) Downloading jaxlib-0.4.34-cp311-cp311-manylinux2014_x86_64.whl.metadata (983 bytes) Collecting jax>=0.3.15 (from tensorflow==2.12.0) Downloading jax-0.4.33-py3-none-any.whl.metadata (22 kB) Collecting jaxlib<=0.4.33,>=0.4.33 (from jax>=0.3.15->tensorflow==2.12.0) Downloading jaxlib-0.4.33-cp311-cp311-manylinux2014_x86_64.whl.metadata (983 bytes) Collecting jax>=0.3.15 (from tensorflow==2.12.0) Downloading jax-0.4.31-py3-none-any.whl.metadata (22 kB) Collecting jaxlib<=0.4.31,>=0.4.30 (from jax>=0.3.15->tensorflow==2.12.0) Downloading jaxlib-0.4.31-cp311-cp311-manylinux2014_x86_64.whl.metadata (983 bytes) Collecting jax>=0.3.15 (from tensorflow==2.12.0) Downloading jax-0.4.30-py3-none-any.whl.metadata (22 kB) Collecting jaxlib<=0.4.30,>=0.4.27 (from jax>=0.3.15->tensorflow==2.12.0) Downloading jaxlib-0.4.30-cp311-cp311-manylinux2014_x86_64.whl.metadata (1.0 kB) Requirement already satisfied: google-auth<3,>=1.6.3 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow==2.12.0) (2.38.0) Collecting google-auth-oauthlib<1.1,>=0.5 (from tensorboard<2.13,>=2.12->tensorflow==2.12.0) Downloading google_auth_oauthlib-1.0.0-py2.py3-none-any.whl.metadata (2.7 kB) Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow==2.12.0) (3.7) Requirement already satisfied: requests<3,>=2.21.0 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow==2.12.0) (2.32.3) Requirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow==2.12.0) (0.7.2) Requirement already satisfied: werkzeug>=1.0.1 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow==2.12.0) (3.1.3) Requirement already satisfied: cachetools<6.0,>=2.0.0 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow==2.12.0) (5.5.2) Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow==2.12.0) (0.4.1) Requirement already satisfied: rsa<5,>=3.1.4 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow==2.12.0) (4.9) Requirement already satisfied: requests-oauthlib>=0.7.0 in /usr/local/lib/python3.11/dist-packages (from google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow==2.12.0) (2.0.0) Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.11/dist-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow==2.12.0) (3.4.1) Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.11/dist-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow==2.12.0) (3.10) Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.11/dist-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow==2.12.0) (2.3.0) Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.11/dist-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow==2.12.0) (2025.1.31) Requirement already satisfied: MarkupSafe>=2.1.1 in /usr/local/lib/python3.11/dist-packages (from werkzeug>=1.0.1->tensorboard<2.13,>=2.12->tensorflow==2.12.0) (3.0.2) Requirement already satisfied: pyasn1<0.7.0,>=0.4.6 in /usr/local/lib/python3.11/dist-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow==2.12.0) (0.6.1) Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.11/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow==2.12.0) (3.2.2) Downloading tensorflow-2.12.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (586.0 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 586.0/586.0 MB 119.5 MB/s eta 0:00:00 Downloading keras-2.12.0-py2.py3-none-any.whl (1.7 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.7/1.7 MB 126.7 MB/s eta 0:00:00 Downloading keras_vggface-0.6-py3-none-any.whl (8.3 kB) Downloading Keras_Applications-1.0.8-py3-none-any.whl (50 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 50.7/50.7 kB 128.8 MB/s eta 0:00:00 Downloading gast-0.4.0-py3-none-any.whl (9.8 kB) Downloading jax-0.4.30-py3-none-any.whl (2.0 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.0/2.0 MB 115.5 MB/s eta 0:00:00 Downloading numpy-1.23.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (17.1 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 17.1/17.1 MB 149.5 MB/s eta 0:00:00 Downloading protobuf-4.25.6-cp37-abi3-manylinux2014_x86_64.whl (294 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 294.6/294.6 kB 208.8 MB/s eta 0:00:00 Downloading tensorboard-2.12.3-py3-none-any.whl (5.6 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 5.6/5.6 MB 121.8 MB/s eta 0:00:00 Downloading tensorflow_estimator-2.12.0-py2.py3-none-any.whl (440 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 440.7/440.7 kB 98.5 MB/s eta 0:00:00 Downloading wrapt-1.14.1-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (78 kB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 78.4/78.4 kB 111.3 MB/s eta 0:00:00 Downloading google_auth_oauthlib-1.0.0-py2.py3-none-any.whl (18 kB) Downloading jaxlib-0.4.30-cp311-cp311-manylinux2014_x86_64.whl (79.6 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 79.6/79.6 MB 109.0 MB/s eta 0:00:00 Installing collected packages: wrapt, tensorflow-estimator, protobuf, numpy, keras, gast, keras-vggface, keras-applications, jaxlib, google-auth-oauthlib, tensorboard, jax, tensorflow Attempting uninstall: wrapt Found existing installation: wrapt 1.17.2 Uninstalling wrapt-1.17.2: Successfully uninstalled wrapt-1.17.2 Attempting uninstall: protobuf Found existing installation: protobuf 5.29.3 Uninstalling protobuf-5.29.3: Successfully uninstalled protobuf-5.29.3 Attempting uninstall: numpy Found existing installation: numpy 2.0.2 Uninstalling numpy-2.0.2: Successfully uninstalled numpy-2.0.2 Attempting uninstall: gast Found existing installation: gast 0.6.0 Uninstalling gast-0.6.0: Successfully uninstalled gast-0.6.0 Attempting uninstall: jaxlib Found existing installation: jaxlib 0.5.1 Uninstalling jaxlib-0.5.1: Successfully uninstalled jaxlib-0.5.1 Attempting uninstall: google-auth-oauthlib Found existing installation: google-auth-oauthlib 1.2.1 Uninstalling google-auth-oauthlib-1.2.1: Successfully uninstalled google-auth-oauthlib-1.2.1 Attempting uninstall: tensorboard Found existing installation: tensorboard 2.18.0 Uninstalling tensorboard-2.18.0: Successfully uninstalled tensorboard-2.18.0 Attempting uninstall: jax Found existing installation: jax 0.5.2 Uninstalling jax-0.5.2: Successfully uninstalled jax-0.5.2 ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. albumentations 2.0.5 requires numpy>=1.24.4, but you have numpy 1.23.5 which is incompatible. xarray 2025.1.2 requires numpy>=1.24, but you have numpy 1.23.5 which is incompatible. treescope 0.1.9 requires numpy>=1.25.2, but you have numpy 1.23.5 which is incompatible. albucore 0.0.23 requires numpy>=1.24.4, but you have numpy 1.23.5 which is incompatible. tf-keras 2.18.0 requires tensorflow<2.19,>=2.18, but you have tensorflow 2.12.0 which is incompatible. bigframes 1.40.0 requires numpy>=1.24.0, but you have numpy 1.23.5 which is incompatible. blosc2 3.2.0 requires numpy>=1.26, but you have numpy 1.23.5 which is incompatible. chex 0.1.89 requires numpy>=1.24.1, but you have numpy 1.23.5 which is incompatible. grpcio-status 1.71.0 requires protobuf<6.0dev,>=5.26.1, but you have protobuf 4.25.6 which is incompatible. imbalanced-learn 0.13.0 requires numpy<3,>=1.24.3, but you have numpy 1.23.5 which is incompatible. orbax-checkpoint 0.11.9 requires jax>=0.5.0, but you have jax 0.4.30 which is incompatible. tensorflow-text 2.18.1 requires tensorflow<2.19,>=2.18.0, but you have tensorflow 2.12.0 which is incompatible. pymc 5.21.1 requires numpy>=1.25.0, but you have numpy 1.23.5 which is incompatible. scikit-image 0.25.2 requires numpy>=1.24, but you have numpy 1.23.5 which is incompatible. Successfully installed gast-0.4.0 google-auth-oauthlib-1.0.0 jax-0.4.30 jaxlib-0.4.30 keras-2.12.0 keras-applications-1.0.8 keras-vggface-0.6 numpy-1.23.5 protobuf-4.25.6 tensorboard-2.12.3 tensorflow-2.12.0 tensorflow-estimator-2.12.0 wrapt-1.14.1
In [2]:
import keras
print("Keras version:", keras.__version__)
Keras version: 2.12.0
In [3]:
# mount to google drive
from google.colab import drive
drive.mount('/content/drive')
Mounted at /content/drive
In [4]:
import os
# Set the path to your extracted dataset
dataset_path = "/content/drive/MyDrive/PINS/PINS" # Change this if needed
# List all folders (each folder is named after a person)
folders = os.listdir(dataset_path)
# Print the first few folder names as a check
print("Total folders (actors):", len(folders))
print("Sample folder names:", folders[:5]) # Display first 5 folder names
Total folders (actors): 100 Sample folder names: ['pins_Aaron Paul', 'pins_alexandra daddario', 'pins_Alvaro Morte', 'pins_alycia debnam carey face', 'pins_Amanda Crew']
In [5]:
!pip install opencv-python
Requirement already satisfied: opencv-python in /usr/local/lib/python3.11/dist-packages (4.11.0.86) Requirement already satisfied: numpy>=1.21.2 in /usr/local/lib/python3.11/dist-packages (from opencv-python) (1.23.5)
In [6]:
import cv2
import numpy as np
# Dictionary to store images and labels
image_data = []
labels = []
# Loop through each folder (actor)
for folder in folders:
actor_name = folder.replace("pins_", "")
folder_path = os.path.join(dataset_path, folder)
# Read each image in the folder
for img_name in os.listdir(folder_path):
img_path = os.path.join(folder_path, img_name)
# Read the image using OpenCV
img = cv2.imread(img_path)
# Ensure the image is read properly
if img is not None:
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB) # Convert BGR to RGB
image_data.append(img)
labels.append(actor_name)
# Convert lists to NumPy arrays
image_data = np.array(image_data, dtype=object)
labels = np.array(labels)
# Print sample data
print(f"Total images loaded: {len(image_data)}")
print(f"Unique labels: {len(set(labels))}")
print("Sample labels:", labels[:5])
Total images loaded: 10770 Unique labels: 100 Sample labels: ['Aaron Paul' 'Aaron Paul' 'Aaron Paul' 'Aaron Paul' 'Aaron Paul']
In [7]:
# Define target image size
IMG_SIZE = (224, 224)
# Resize all images
resized_images = [cv2.resize(img, IMG_SIZE) for img in image_data]
# Convert to NumPy array
resized_images = np.array(resized_images, dtype=np.uint8)
# Print shape of the dataset
print(f"Resized image dataset shape: {resized_images.shape}") # (num_images, 224, 224, 3)
Resized image dataset shape: (10770, 224, 224, 3)
In [8]:
!pip install tensorflow keras numpy matplotlib --no-cache-dir
Requirement already satisfied: tensorflow in /usr/local/lib/python3.11/dist-packages (2.12.0) Requirement already satisfied: keras in /usr/local/lib/python3.11/dist-packages (2.12.0) Requirement already satisfied: numpy in /usr/local/lib/python3.11/dist-packages (1.23.5) Requirement already satisfied: matplotlib in /usr/local/lib/python3.11/dist-packages (3.10.0) Requirement already satisfied: absl-py>=1.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.4.0) Requirement already satisfied: astunparse>=1.6.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.6.3) Requirement already satisfied: flatbuffers>=2.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (25.2.10) Requirement already satisfied: gast<=0.4.0,>=0.2.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.4.0) Requirement already satisfied: google-pasta>=0.1.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.2.0) Requirement already satisfied: grpcio<2.0,>=1.24.3 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.71.0) Requirement already satisfied: h5py>=2.9.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (3.13.0) Requirement already satisfied: jax>=0.3.15 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.4.30) Requirement already satisfied: libclang>=13.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (18.1.1) Requirement already satisfied: opt-einsum>=2.3.2 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (3.4.0) Requirement already satisfied: packaging in /usr/local/lib/python3.11/dist-packages (from tensorflow) (24.2) Requirement already satisfied: protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.20.3 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (4.25.6) Requirement already satisfied: setuptools in /usr/local/lib/python3.11/dist-packages (from tensorflow) (75.1.0) Requirement already satisfied: six>=1.12.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.17.0) Requirement already satisfied: tensorboard<2.13,>=2.12 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (2.12.3) Requirement already satisfied: tensorflow-estimator<2.13,>=2.12.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (2.12.0) Requirement already satisfied: termcolor>=1.1.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (2.5.0) Requirement already satisfied: typing-extensions>=3.6.6 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (4.12.2) Requirement already satisfied: wrapt<1.15,>=1.11.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.14.1) Requirement already satisfied: tensorflow-io-gcs-filesystem>=0.23.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.37.1) Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.11/dist-packages (from matplotlib) (1.3.1) Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.11/dist-packages (from matplotlib) (0.12.1) Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.11/dist-packages (from matplotlib) (4.56.0) Requirement already satisfied: kiwisolver>=1.3.1 in /usr/local/lib/python3.11/dist-packages (from matplotlib) (1.4.8) Requirement already satisfied: pillow>=8 in /usr/local/lib/python3.11/dist-packages (from matplotlib) (11.1.0) Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.11/dist-packages (from matplotlib) (3.2.1) Requirement already satisfied: python-dateutil>=2.7 in /usr/local/lib/python3.11/dist-packages (from matplotlib) (2.8.2) Requirement already satisfied: wheel<1.0,>=0.23.0 in /usr/local/lib/python3.11/dist-packages (from astunparse>=1.6.0->tensorflow) (0.45.1) Requirement already satisfied: jaxlib<=0.4.30,>=0.4.27 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow) (0.4.30) Requirement already satisfied: ml-dtypes>=0.2.0 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow) (0.4.1) Requirement already satisfied: scipy>=1.9 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow) (1.14.1) Requirement already satisfied: google-auth<3,>=1.6.3 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (2.38.0) Requirement already satisfied: google-auth-oauthlib<1.1,>=0.5 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (1.0.0) Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (3.7) Requirement already satisfied: requests<3,>=2.21.0 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (2.32.3) Requirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (0.7.2) Requirement already satisfied: werkzeug>=1.0.1 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (3.1.3) Requirement already satisfied: cachetools<6.0,>=2.0.0 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (5.5.2) Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (0.4.1) Requirement already satisfied: rsa<5,>=3.1.4 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (4.9) Requirement already satisfied: requests-oauthlib>=0.7.0 in /usr/local/lib/python3.11/dist-packages (from google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow) (2.0.0) Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.11/dist-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow) (3.4.1) Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.11/dist-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow) (3.10) Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.11/dist-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow) (2.3.0) Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.11/dist-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow) (2025.1.31) Requirement already satisfied: MarkupSafe>=2.1.1 in /usr/local/lib/python3.11/dist-packages (from werkzeug>=1.0.1->tensorboard<2.13,>=2.12->tensorflow) (3.0.2) Requirement already satisfied: pyasn1<0.7.0,>=0.4.6 in /usr/local/lib/python3.11/dist-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (0.6.1) Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.11/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow) (3.2.2)
In [9]:
from tensorflow.keras.applications import ResNet50
from tensorflow.keras.applications.resnet50 import preprocess_input
from tensorflow.keras.models import Model
import numpy as np
import cv2
import os
# Load ResNet50 model (pretrained on ImageNet)
base_model = ResNet50(weights='imagenet', include_top=False, input_shape=(224, 224, 3), pooling='avg')
# Create embedding model
model = Model(inputs=base_model.input, outputs=base_model.output)
# Print model summary
model.summary()
Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/resnet/resnet50_weights_tf_dim_ordering_tf_kernels_notop.h5
94765736/94765736 [==============================] - 1s 0us/step
Model: "model"
__________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
==================================================================================================
input_1 (InputLayer) [(None, 224, 224, 3 0 []
)]
conv1_pad (ZeroPadding2D) (None, 230, 230, 3) 0 ['input_1[0][0]']
conv1_conv (Conv2D) (None, 112, 112, 64 9472 ['conv1_pad[0][0]']
)
conv1_bn (BatchNormalization) (None, 112, 112, 64 256 ['conv1_conv[0][0]']
)
conv1_relu (Activation) (None, 112, 112, 64 0 ['conv1_bn[0][0]']
)
pool1_pad (ZeroPadding2D) (None, 114, 114, 64 0 ['conv1_relu[0][0]']
)
pool1_pool (MaxPooling2D) (None, 56, 56, 64) 0 ['pool1_pad[0][0]']
conv2_block1_1_conv (Conv2D) (None, 56, 56, 64) 4160 ['pool1_pool[0][0]']
conv2_block1_1_bn (BatchNormal (None, 56, 56, 64) 256 ['conv2_block1_1_conv[0][0]']
ization)
conv2_block1_1_relu (Activatio (None, 56, 56, 64) 0 ['conv2_block1_1_bn[0][0]']
n)
conv2_block1_2_conv (Conv2D) (None, 56, 56, 64) 36928 ['conv2_block1_1_relu[0][0]']
conv2_block1_2_bn (BatchNormal (None, 56, 56, 64) 256 ['conv2_block1_2_conv[0][0]']
ization)
conv2_block1_2_relu (Activatio (None, 56, 56, 64) 0 ['conv2_block1_2_bn[0][0]']
n)
conv2_block1_0_conv (Conv2D) (None, 56, 56, 256) 16640 ['pool1_pool[0][0]']
conv2_block1_3_conv (Conv2D) (None, 56, 56, 256) 16640 ['conv2_block1_2_relu[0][0]']
conv2_block1_0_bn (BatchNormal (None, 56, 56, 256) 1024 ['conv2_block1_0_conv[0][0]']
ization)
conv2_block1_3_bn (BatchNormal (None, 56, 56, 256) 1024 ['conv2_block1_3_conv[0][0]']
ization)
conv2_block1_add (Add) (None, 56, 56, 256) 0 ['conv2_block1_0_bn[0][0]',
'conv2_block1_3_bn[0][0]']
conv2_block1_out (Activation) (None, 56, 56, 256) 0 ['conv2_block1_add[0][0]']
conv2_block2_1_conv (Conv2D) (None, 56, 56, 64) 16448 ['conv2_block1_out[0][0]']
conv2_block2_1_bn (BatchNormal (None, 56, 56, 64) 256 ['conv2_block2_1_conv[0][0]']
ization)
conv2_block2_1_relu (Activatio (None, 56, 56, 64) 0 ['conv2_block2_1_bn[0][0]']
n)
conv2_block2_2_conv (Conv2D) (None, 56, 56, 64) 36928 ['conv2_block2_1_relu[0][0]']
conv2_block2_2_bn (BatchNormal (None, 56, 56, 64) 256 ['conv2_block2_2_conv[0][0]']
ization)
conv2_block2_2_relu (Activatio (None, 56, 56, 64) 0 ['conv2_block2_2_bn[0][0]']
n)
conv2_block2_3_conv (Conv2D) (None, 56, 56, 256) 16640 ['conv2_block2_2_relu[0][0]']
conv2_block2_3_bn (BatchNormal (None, 56, 56, 256) 1024 ['conv2_block2_3_conv[0][0]']
ization)
conv2_block2_add (Add) (None, 56, 56, 256) 0 ['conv2_block1_out[0][0]',
'conv2_block2_3_bn[0][0]']
conv2_block2_out (Activation) (None, 56, 56, 256) 0 ['conv2_block2_add[0][0]']
conv2_block3_1_conv (Conv2D) (None, 56, 56, 64) 16448 ['conv2_block2_out[0][0]']
conv2_block3_1_bn (BatchNormal (None, 56, 56, 64) 256 ['conv2_block3_1_conv[0][0]']
ization)
conv2_block3_1_relu (Activatio (None, 56, 56, 64) 0 ['conv2_block3_1_bn[0][0]']
n)
conv2_block3_2_conv (Conv2D) (None, 56, 56, 64) 36928 ['conv2_block3_1_relu[0][0]']
conv2_block3_2_bn (BatchNormal (None, 56, 56, 64) 256 ['conv2_block3_2_conv[0][0]']
ization)
conv2_block3_2_relu (Activatio (None, 56, 56, 64) 0 ['conv2_block3_2_bn[0][0]']
n)
conv2_block3_3_conv (Conv2D) (None, 56, 56, 256) 16640 ['conv2_block3_2_relu[0][0]']
conv2_block3_3_bn (BatchNormal (None, 56, 56, 256) 1024 ['conv2_block3_3_conv[0][0]']
ization)
conv2_block3_add (Add) (None, 56, 56, 256) 0 ['conv2_block2_out[0][0]',
'conv2_block3_3_bn[0][0]']
conv2_block3_out (Activation) (None, 56, 56, 256) 0 ['conv2_block3_add[0][0]']
conv3_block1_1_conv (Conv2D) (None, 28, 28, 128) 32896 ['conv2_block3_out[0][0]']
conv3_block1_1_bn (BatchNormal (None, 28, 28, 128) 512 ['conv3_block1_1_conv[0][0]']
ization)
conv3_block1_1_relu (Activatio (None, 28, 28, 128) 0 ['conv3_block1_1_bn[0][0]']
n)
conv3_block1_2_conv (Conv2D) (None, 28, 28, 128) 147584 ['conv3_block1_1_relu[0][0]']
conv3_block1_2_bn (BatchNormal (None, 28, 28, 128) 512 ['conv3_block1_2_conv[0][0]']
ization)
conv3_block1_2_relu (Activatio (None, 28, 28, 128) 0 ['conv3_block1_2_bn[0][0]']
n)
conv3_block1_0_conv (Conv2D) (None, 28, 28, 512) 131584 ['conv2_block3_out[0][0]']
conv3_block1_3_conv (Conv2D) (None, 28, 28, 512) 66048 ['conv3_block1_2_relu[0][0]']
conv3_block1_0_bn (BatchNormal (None, 28, 28, 512) 2048 ['conv3_block1_0_conv[0][0]']
ization)
conv3_block1_3_bn (BatchNormal (None, 28, 28, 512) 2048 ['conv3_block1_3_conv[0][0]']
ization)
conv3_block1_add (Add) (None, 28, 28, 512) 0 ['conv3_block1_0_bn[0][0]',
'conv3_block1_3_bn[0][0]']
conv3_block1_out (Activation) (None, 28, 28, 512) 0 ['conv3_block1_add[0][0]']
conv3_block2_1_conv (Conv2D) (None, 28, 28, 128) 65664 ['conv3_block1_out[0][0]']
conv3_block2_1_bn (BatchNormal (None, 28, 28, 128) 512 ['conv3_block2_1_conv[0][0]']
ization)
conv3_block2_1_relu (Activatio (None, 28, 28, 128) 0 ['conv3_block2_1_bn[0][0]']
n)
conv3_block2_2_conv (Conv2D) (None, 28, 28, 128) 147584 ['conv3_block2_1_relu[0][0]']
conv3_block2_2_bn (BatchNormal (None, 28, 28, 128) 512 ['conv3_block2_2_conv[0][0]']
ization)
conv3_block2_2_relu (Activatio (None, 28, 28, 128) 0 ['conv3_block2_2_bn[0][0]']
n)
conv3_block2_3_conv (Conv2D) (None, 28, 28, 512) 66048 ['conv3_block2_2_relu[0][0]']
conv3_block2_3_bn (BatchNormal (None, 28, 28, 512) 2048 ['conv3_block2_3_conv[0][0]']
ization)
conv3_block2_add (Add) (None, 28, 28, 512) 0 ['conv3_block1_out[0][0]',
'conv3_block2_3_bn[0][0]']
conv3_block2_out (Activation) (None, 28, 28, 512) 0 ['conv3_block2_add[0][0]']
conv3_block3_1_conv (Conv2D) (None, 28, 28, 128) 65664 ['conv3_block2_out[0][0]']
conv3_block3_1_bn (BatchNormal (None, 28, 28, 128) 512 ['conv3_block3_1_conv[0][0]']
ization)
conv3_block3_1_relu (Activatio (None, 28, 28, 128) 0 ['conv3_block3_1_bn[0][0]']
n)
conv3_block3_2_conv (Conv2D) (None, 28, 28, 128) 147584 ['conv3_block3_1_relu[0][0]']
conv3_block3_2_bn (BatchNormal (None, 28, 28, 128) 512 ['conv3_block3_2_conv[0][0]']
ization)
conv3_block3_2_relu (Activatio (None, 28, 28, 128) 0 ['conv3_block3_2_bn[0][0]']
n)
conv3_block3_3_conv (Conv2D) (None, 28, 28, 512) 66048 ['conv3_block3_2_relu[0][0]']
conv3_block3_3_bn (BatchNormal (None, 28, 28, 512) 2048 ['conv3_block3_3_conv[0][0]']
ization)
conv3_block3_add (Add) (None, 28, 28, 512) 0 ['conv3_block2_out[0][0]',
'conv3_block3_3_bn[0][0]']
conv3_block3_out (Activation) (None, 28, 28, 512) 0 ['conv3_block3_add[0][0]']
conv3_block4_1_conv (Conv2D) (None, 28, 28, 128) 65664 ['conv3_block3_out[0][0]']
conv3_block4_1_bn (BatchNormal (None, 28, 28, 128) 512 ['conv3_block4_1_conv[0][0]']
ization)
conv3_block4_1_relu (Activatio (None, 28, 28, 128) 0 ['conv3_block4_1_bn[0][0]']
n)
conv3_block4_2_conv (Conv2D) (None, 28, 28, 128) 147584 ['conv3_block4_1_relu[0][0]']
conv3_block4_2_bn (BatchNormal (None, 28, 28, 128) 512 ['conv3_block4_2_conv[0][0]']
ization)
conv3_block4_2_relu (Activatio (None, 28, 28, 128) 0 ['conv3_block4_2_bn[0][0]']
n)
conv3_block4_3_conv (Conv2D) (None, 28, 28, 512) 66048 ['conv3_block4_2_relu[0][0]']
conv3_block4_3_bn (BatchNormal (None, 28, 28, 512) 2048 ['conv3_block4_3_conv[0][0]']
ization)
conv3_block4_add (Add) (None, 28, 28, 512) 0 ['conv3_block3_out[0][0]',
'conv3_block4_3_bn[0][0]']
conv3_block4_out (Activation) (None, 28, 28, 512) 0 ['conv3_block4_add[0][0]']
conv4_block1_1_conv (Conv2D) (None, 14, 14, 256) 131328 ['conv3_block4_out[0][0]']
conv4_block1_1_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block1_1_conv[0][0]']
ization)
conv4_block1_1_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block1_1_bn[0][0]']
n)
conv4_block1_2_conv (Conv2D) (None, 14, 14, 256) 590080 ['conv4_block1_1_relu[0][0]']
conv4_block1_2_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block1_2_conv[0][0]']
ization)
conv4_block1_2_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block1_2_bn[0][0]']
n)
conv4_block1_0_conv (Conv2D) (None, 14, 14, 1024 525312 ['conv3_block4_out[0][0]']
)
conv4_block1_3_conv (Conv2D) (None, 14, 14, 1024 263168 ['conv4_block1_2_relu[0][0]']
)
conv4_block1_0_bn (BatchNormal (None, 14, 14, 1024 4096 ['conv4_block1_0_conv[0][0]']
ization) )
conv4_block1_3_bn (BatchNormal (None, 14, 14, 1024 4096 ['conv4_block1_3_conv[0][0]']
ization) )
conv4_block1_add (Add) (None, 14, 14, 1024 0 ['conv4_block1_0_bn[0][0]',
) 'conv4_block1_3_bn[0][0]']
conv4_block1_out (Activation) (None, 14, 14, 1024 0 ['conv4_block1_add[0][0]']
)
conv4_block2_1_conv (Conv2D) (None, 14, 14, 256) 262400 ['conv4_block1_out[0][0]']
conv4_block2_1_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block2_1_conv[0][0]']
ization)
conv4_block2_1_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block2_1_bn[0][0]']
n)
conv4_block2_2_conv (Conv2D) (None, 14, 14, 256) 590080 ['conv4_block2_1_relu[0][0]']
conv4_block2_2_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block2_2_conv[0][0]']
ization)
conv4_block2_2_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block2_2_bn[0][0]']
n)
conv4_block2_3_conv (Conv2D) (None, 14, 14, 1024 263168 ['conv4_block2_2_relu[0][0]']
)
conv4_block2_3_bn (BatchNormal (None, 14, 14, 1024 4096 ['conv4_block2_3_conv[0][0]']
ization) )
conv4_block2_add (Add) (None, 14, 14, 1024 0 ['conv4_block1_out[0][0]',
) 'conv4_block2_3_bn[0][0]']
conv4_block2_out (Activation) (None, 14, 14, 1024 0 ['conv4_block2_add[0][0]']
)
conv4_block3_1_conv (Conv2D) (None, 14, 14, 256) 262400 ['conv4_block2_out[0][0]']
conv4_block3_1_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block3_1_conv[0][0]']
ization)
conv4_block3_1_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block3_1_bn[0][0]']
n)
conv4_block3_2_conv (Conv2D) (None, 14, 14, 256) 590080 ['conv4_block3_1_relu[0][0]']
conv4_block3_2_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block3_2_conv[0][0]']
ization)
conv4_block3_2_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block3_2_bn[0][0]']
n)
conv4_block3_3_conv (Conv2D) (None, 14, 14, 1024 263168 ['conv4_block3_2_relu[0][0]']
)
conv4_block3_3_bn (BatchNormal (None, 14, 14, 1024 4096 ['conv4_block3_3_conv[0][0]']
ization) )
conv4_block3_add (Add) (None, 14, 14, 1024 0 ['conv4_block2_out[0][0]',
) 'conv4_block3_3_bn[0][0]']
conv4_block3_out (Activation) (None, 14, 14, 1024 0 ['conv4_block3_add[0][0]']
)
conv4_block4_1_conv (Conv2D) (None, 14, 14, 256) 262400 ['conv4_block3_out[0][0]']
conv4_block4_1_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block4_1_conv[0][0]']
ization)
conv4_block4_1_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block4_1_bn[0][0]']
n)
conv4_block4_2_conv (Conv2D) (None, 14, 14, 256) 590080 ['conv4_block4_1_relu[0][0]']
conv4_block4_2_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block4_2_conv[0][0]']
ization)
conv4_block4_2_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block4_2_bn[0][0]']
n)
conv4_block4_3_conv (Conv2D) (None, 14, 14, 1024 263168 ['conv4_block4_2_relu[0][0]']
)
conv4_block4_3_bn (BatchNormal (None, 14, 14, 1024 4096 ['conv4_block4_3_conv[0][0]']
ization) )
conv4_block4_add (Add) (None, 14, 14, 1024 0 ['conv4_block3_out[0][0]',
) 'conv4_block4_3_bn[0][0]']
conv4_block4_out (Activation) (None, 14, 14, 1024 0 ['conv4_block4_add[0][0]']
)
conv4_block5_1_conv (Conv2D) (None, 14, 14, 256) 262400 ['conv4_block4_out[0][0]']
conv4_block5_1_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block5_1_conv[0][0]']
ization)
conv4_block5_1_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block5_1_bn[0][0]']
n)
conv4_block5_2_conv (Conv2D) (None, 14, 14, 256) 590080 ['conv4_block5_1_relu[0][0]']
conv4_block5_2_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block5_2_conv[0][0]']
ization)
conv4_block5_2_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block5_2_bn[0][0]']
n)
conv4_block5_3_conv (Conv2D) (None, 14, 14, 1024 263168 ['conv4_block5_2_relu[0][0]']
)
conv4_block5_3_bn (BatchNormal (None, 14, 14, 1024 4096 ['conv4_block5_3_conv[0][0]']
ization) )
conv4_block5_add (Add) (None, 14, 14, 1024 0 ['conv4_block4_out[0][0]',
) 'conv4_block5_3_bn[0][0]']
conv4_block5_out (Activation) (None, 14, 14, 1024 0 ['conv4_block5_add[0][0]']
)
conv4_block6_1_conv (Conv2D) (None, 14, 14, 256) 262400 ['conv4_block5_out[0][0]']
conv4_block6_1_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block6_1_conv[0][0]']
ization)
conv4_block6_1_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block6_1_bn[0][0]']
n)
conv4_block6_2_conv (Conv2D) (None, 14, 14, 256) 590080 ['conv4_block6_1_relu[0][0]']
conv4_block6_2_bn (BatchNormal (None, 14, 14, 256) 1024 ['conv4_block6_2_conv[0][0]']
ization)
conv4_block6_2_relu (Activatio (None, 14, 14, 256) 0 ['conv4_block6_2_bn[0][0]']
n)
conv4_block6_3_conv (Conv2D) (None, 14, 14, 1024 263168 ['conv4_block6_2_relu[0][0]']
)
conv4_block6_3_bn (BatchNormal (None, 14, 14, 1024 4096 ['conv4_block6_3_conv[0][0]']
ization) )
conv4_block6_add (Add) (None, 14, 14, 1024 0 ['conv4_block5_out[0][0]',
) 'conv4_block6_3_bn[0][0]']
conv4_block6_out (Activation) (None, 14, 14, 1024 0 ['conv4_block6_add[0][0]']
)
conv5_block1_1_conv (Conv2D) (None, 7, 7, 512) 524800 ['conv4_block6_out[0][0]']
conv5_block1_1_bn (BatchNormal (None, 7, 7, 512) 2048 ['conv5_block1_1_conv[0][0]']
ization)
conv5_block1_1_relu (Activatio (None, 7, 7, 512) 0 ['conv5_block1_1_bn[0][0]']
n)
conv5_block1_2_conv (Conv2D) (None, 7, 7, 512) 2359808 ['conv5_block1_1_relu[0][0]']
conv5_block1_2_bn (BatchNormal (None, 7, 7, 512) 2048 ['conv5_block1_2_conv[0][0]']
ization)
conv5_block1_2_relu (Activatio (None, 7, 7, 512) 0 ['conv5_block1_2_bn[0][0]']
n)
conv5_block1_0_conv (Conv2D) (None, 7, 7, 2048) 2099200 ['conv4_block6_out[0][0]']
conv5_block1_3_conv (Conv2D) (None, 7, 7, 2048) 1050624 ['conv5_block1_2_relu[0][0]']
conv5_block1_0_bn (BatchNormal (None, 7, 7, 2048) 8192 ['conv5_block1_0_conv[0][0]']
ization)
conv5_block1_3_bn (BatchNormal (None, 7, 7, 2048) 8192 ['conv5_block1_3_conv[0][0]']
ization)
conv5_block1_add (Add) (None, 7, 7, 2048) 0 ['conv5_block1_0_bn[0][0]',
'conv5_block1_3_bn[0][0]']
conv5_block1_out (Activation) (None, 7, 7, 2048) 0 ['conv5_block1_add[0][0]']
conv5_block2_1_conv (Conv2D) (None, 7, 7, 512) 1049088 ['conv5_block1_out[0][0]']
conv5_block2_1_bn (BatchNormal (None, 7, 7, 512) 2048 ['conv5_block2_1_conv[0][0]']
ization)
conv5_block2_1_relu (Activatio (None, 7, 7, 512) 0 ['conv5_block2_1_bn[0][0]']
n)
conv5_block2_2_conv (Conv2D) (None, 7, 7, 512) 2359808 ['conv5_block2_1_relu[0][0]']
conv5_block2_2_bn (BatchNormal (None, 7, 7, 512) 2048 ['conv5_block2_2_conv[0][0]']
ization)
conv5_block2_2_relu (Activatio (None, 7, 7, 512) 0 ['conv5_block2_2_bn[0][0]']
n)
conv5_block2_3_conv (Conv2D) (None, 7, 7, 2048) 1050624 ['conv5_block2_2_relu[0][0]']
conv5_block2_3_bn (BatchNormal (None, 7, 7, 2048) 8192 ['conv5_block2_3_conv[0][0]']
ization)
conv5_block2_add (Add) (None, 7, 7, 2048) 0 ['conv5_block1_out[0][0]',
'conv5_block2_3_bn[0][0]']
conv5_block2_out (Activation) (None, 7, 7, 2048) 0 ['conv5_block2_add[0][0]']
conv5_block3_1_conv (Conv2D) (None, 7, 7, 512) 1049088 ['conv5_block2_out[0][0]']
conv5_block3_1_bn (BatchNormal (None, 7, 7, 512) 2048 ['conv5_block3_1_conv[0][0]']
ization)
conv5_block3_1_relu (Activatio (None, 7, 7, 512) 0 ['conv5_block3_1_bn[0][0]']
n)
conv5_block3_2_conv (Conv2D) (None, 7, 7, 512) 2359808 ['conv5_block3_1_relu[0][0]']
conv5_block3_2_bn (BatchNormal (None, 7, 7, 512) 2048 ['conv5_block3_2_conv[0][0]']
ization)
conv5_block3_2_relu (Activatio (None, 7, 7, 512) 0 ['conv5_block3_2_bn[0][0]']
n)
conv5_block3_3_conv (Conv2D) (None, 7, 7, 2048) 1050624 ['conv5_block3_2_relu[0][0]']
conv5_block3_3_bn (BatchNormal (None, 7, 7, 2048) 8192 ['conv5_block3_3_conv[0][0]']
ization)
conv5_block3_add (Add) (None, 7, 7, 2048) 0 ['conv5_block2_out[0][0]',
'conv5_block3_3_bn[0][0]']
conv5_block3_out (Activation) (None, 7, 7, 2048) 0 ['conv5_block3_add[0][0]']
avg_pool (GlobalAveragePooling (None, 2048) 0 ['conv5_block3_out[0][0]']
2D)
==================================================================================================
Total params: 23,587,712
Trainable params: 23,534,592
Non-trainable params: 53,120
__________________________________________________________________________________________________
Extract Embeddings for All Images
In [10]:
import os
import numpy as np
# Path to your extracted images directory
image_dir = "/content/drive/MyDrive/PINS/PINS" # Update this if needed
# List all image file paths
image_paths = []
labels = []
for folder in os.listdir(image_dir):
folder_path = os.path.join(image_dir, folder)
if os.path.isdir(folder_path): # Ensure it's a folder
for img_file in os.listdir(folder_path):
img_path = os.path.join(folder_path, img_file)
image_paths.append(img_path)
labels.append(folder.replace("pins_", "")) # Extract actor name
print(f"Total images: {len(image_paths)}")
print(f"Sample labels: {labels[:5]}")
Total images: 10770 Sample labels: ['Aaron Paul', 'Aaron Paul', 'Aaron Paul', 'Aaron Paul', 'Aaron Paul']
In [11]:
import numpy as np
import cv2
from tensorflow.keras.applications.resnet50 import ResNet50, preprocess_input
from tensorflow.keras.models import Model
# Load Pretrained ResNet50 Model (removing classification layer)
base_model = ResNet50(weights="imagenet", include_top=False, pooling="avg")
model = Model(inputs=base_model.input, outputs=base_model.output)
def extract_embedding(img_path, model):
"""
Function to extract feature embeddings from an image.
"""
img = cv2.imread(img_path) # Load image
img = cv2.resize(img, (224, 224)) # Resize to 224x224 (ResNet input size)
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB) # Convert BGR to RGB
img = np.expand_dims(img, axis=0) # Expand dimensions for batch processing
img = preprocess_input(img) # Normalize using ResNet preprocessing
embedding = model.predict(img)[0] # Extract feature vector
return embedding
In [12]:
from tqdm import tqdm
# Create an empty dictionary to store embeddings
embeddings = {}
for i, img_path in tqdm(enumerate(image_paths), total=len(image_paths)):
try:
embeddings[img_path] = extract_embedding(img_path, model)
except Exception as e:
print(f"Error processing {img_path}: {e}")
print("Embeddings generated for all images!")
0%| | 0/10770 [00:00<?, ?it/s]
1/1 [==============================] - 4s 4s/step
0%| | 1/10770 [00:04<12:25:08, 4.15s/it]
1/1 [==============================] - 0s 354ms/step
0%| | 2/10770 [00:04<5:58:02, 2.00s/it]
1/1 [==============================] - 0s 460ms/step
0%| | 3/10770 [00:05<3:58:31, 1.33s/it]
1/1 [==============================] - 0s 450ms/step
0%| | 4/10770 [00:05<3:09:37, 1.06s/it]
1/1 [==============================] - 1s 607ms/step
0%| | 5/10770 [00:06<2:59:39, 1.00s/it]
1/1 [==============================] - 0s 437ms/step
0%| | 6/10770 [00:07<2:45:36, 1.08it/s]
1/1 [==============================] - 0s 458ms/step
0%| | 7/10770 [00:08<2:37:33, 1.14it/s]
1/1 [==============================] - 0s 483ms/step
0%| | 8/10770 [00:08<2:22:24, 1.26it/s]
1/1 [==============================] - 0s 409ms/step
0%| | 9/10770 [00:09<2:07:39, 1.41it/s]
1/1 [==============================] - 0s 474ms/step
0%| | 10/10770 [00:09<1:58:27, 1.51it/s]
1/1 [==============================] - 0s 400ms/step
0%| | 11/10770 [00:10<1:49:47, 1.63it/s]
1/1 [==============================] - 0s 341ms/step
0%| | 12/10770 [00:10<1:41:10, 1.77it/s]
1/1 [==============================] - 0s 435ms/step
0%| | 13/10770 [00:11<1:39:07, 1.81it/s]
1/1 [==============================] - 1s 592ms/step
0%| | 14/10770 [00:12<2:00:45, 1.48it/s]
1/1 [==============================] - 1s 566ms/step
0%| | 15/10770 [00:13<2:06:35, 1.42it/s]
1/1 [==============================] - 1s 829ms/step
0%| | 16/10770 [00:14<2:49:07, 1.06it/s]
1/1 [==============================] - 1s 884ms/step
0%| | 17/10770 [00:16<3:28:01, 1.16s/it]
1/1 [==============================] - 1s 597ms/step
0%| | 18/10770 [00:17<3:13:35, 1.08s/it]
1/1 [==============================] - 0s 349ms/step
0%| | 19/10770 [00:17<2:44:19, 1.09it/s]
1/1 [==============================] - 0s 385ms/step
0%| | 20/10770 [00:18<2:20:41, 1.27it/s]
1/1 [==============================] - 1s 562ms/step
0%| | 21/10770 [00:18<2:12:37, 1.35it/s]
1/1 [==============================] - 1s 577ms/step
0%| | 22/10770 [00:19<2:11:33, 1.36it/s]
1/1 [==============================] - 1s 508ms/step
0%| | 23/10770 [00:20<2:09:32, 1.38it/s]
1/1 [==============================] - 1s 637ms/step
0%| | 24/10770 [00:21<2:13:38, 1.34it/s]
1/1 [==============================] - 0s 382ms/step
0%| | 25/10770 [00:21<2:16:47, 1.31it/s]
1/1 [==============================] - 0s 211ms/step
0%| | 26/10770 [00:22<1:49:54, 1.63it/s]
1/1 [==============================] - 0s 265ms/step
0%| | 27/10770 [00:22<1:34:22, 1.90it/s]
1/1 [==============================] - 0s 390ms/step
0%| | 28/10770 [00:23<1:45:02, 1.70it/s]
1/1 [==============================] - 0s 207ms/step
0%| | 29/10770 [00:23<1:27:35, 2.04it/s]
1/1 [==============================] - 0s 195ms/step
0%| | 30/10770 [00:23<1:14:43, 2.40it/s]
1/1 [==============================] - 0s 195ms/step
0%| | 31/10770 [00:23<1:05:35, 2.73it/s]
1/1 [==============================] - 0s 204ms/step
0%| | 32/10770 [00:24<59:39, 3.00it/s]
1/1 [==============================] - 0s 211ms/step
0%| | 33/10770 [00:24<55:52, 3.20it/s]
1/1 [==============================] - 0s 199ms/step
0%| | 34/10770 [00:24<52:45, 3.39it/s]
1/1 [==============================] - 0s 199ms/step
0%| | 35/10770 [00:25<50:22, 3.55it/s]
1/1 [==============================] - 0s 210ms/step
0%| | 36/10770 [00:25<49:23, 3.62it/s]
1/1 [==============================] - 0s 210ms/step
0%| | 37/10770 [00:25<48:49, 3.66it/s]
1/1 [==============================] - 0s 200ms/step
0%| | 38/10770 [00:25<49:01, 3.65it/s]
1/1 [==============================] - 0s 205ms/step
0%| | 39/10770 [00:26<48:08, 3.71it/s]
1/1 [==============================] - 0s 207ms/step
0%| | 40/10770 [00:26<54:18, 3.29it/s]
1/1 [==============================] - 0s 199ms/step
0%| | 41/10770 [00:26<51:33, 3.47it/s]
1/1 [==============================] - 0s 196ms/step
0%| | 42/10770 [00:26<49:29, 3.61it/s]
1/1 [==============================] - 0s 217ms/step
0%| | 43/10770 [00:27<49:02, 3.64it/s]
1/1 [==============================] - 0s 347ms/step
0%| | 44/10770 [00:27<55:40, 3.21it/s]
1/1 [==============================] - 0s 363ms/step
0%| | 45/10770 [00:28<1:02:53, 2.84it/s]
1/1 [==============================] - 0s 364ms/step
0%| | 46/10770 [00:28<1:06:57, 2.67it/s]
1/1 [==============================] - 0s 355ms/step
0%| | 47/10770 [00:28<1:09:45, 2.56it/s]
1/1 [==============================] - 0s 383ms/step
0%| | 48/10770 [00:29<1:13:54, 2.42it/s]
1/1 [==============================] - 0s 380ms/step
0%| | 49/10770 [00:30<1:31:07, 1.96it/s]
1/1 [==============================] - 0s 368ms/step
0%| | 50/10770 [00:30<1:27:02, 2.05it/s]
1/1 [==============================] - 0s 369ms/step
0%| | 51/10770 [00:31<1:39:53, 1.79it/s]
1/1 [==============================] - 0s 267ms/step
0%| | 52/10770 [00:31<1:28:23, 2.02it/s]
1/1 [==============================] - 0s 201ms/step
0%| | 53/10770 [00:31<1:15:31, 2.37it/s]
1/1 [==============================] - 0s 197ms/step
1%| | 54/10770 [00:32<1:06:24, 2.69it/s]
1/1 [==============================] - 0s 212ms/step
1%| | 55/10770 [00:32<1:00:42, 2.94it/s]
1/1 [==============================] - 0s 207ms/step
1%| | 56/10770 [00:32<56:55, 3.14it/s]
1/1 [==============================] - 0s 195ms/step
1%| | 57/10770 [00:32<53:20, 3.35it/s]
1/1 [==============================] - 0s 194ms/step
1%| | 58/10770 [00:33<50:37, 3.53it/s]
1/1 [==============================] - 0s 207ms/step
1%| | 59/10770 [00:33<49:31, 3.60it/s]
1/1 [==============================] - 0s 207ms/step
1%| | 60/10770 [00:33<49:38, 3.60it/s]
1/1 [==============================] - 0s 208ms/step
1%| | 61/10770 [00:33<48:59, 3.64it/s]
1/1 [==============================] - 0s 197ms/step
1%| | 62/10770 [00:34<47:47, 3.73it/s]
1/1 [==============================] - 0s 208ms/step
1%| | 63/10770 [00:34<47:29, 3.76it/s]
1/1 [==============================] - 0s 199ms/step
1%| | 64/10770 [00:34<47:16, 3.77it/s]
1/1 [==============================] - 0s 195ms/step
1%| | 65/10770 [00:35<46:24, 3.84it/s]
1/1 [==============================] - 0s 197ms/step
1%| | 66/10770 [00:35<45:48, 3.89it/s]
1/1 [==============================] - 0s 208ms/step
1%| | 67/10770 [00:35<46:03, 3.87it/s]
1/1 [==============================] - 0s 196ms/step
1%| | 68/10770 [00:35<46:17, 3.85it/s]
1/1 [==============================] - 0s 197ms/step
1%| | 69/10770 [00:36<45:53, 3.89it/s]
1/1 [==============================] - 0s 194ms/step
1%| | 70/10770 [00:36<45:20, 3.93it/s]
1/1 [==============================] - 0s 201ms/step
1%| | 71/10770 [00:36<46:06, 3.87it/s]
1/1 [==============================] - 0s 203ms/step
1%| | 72/10770 [00:36<46:54, 3.80it/s]
1/1 [==============================] - 0s 199ms/step
1%| | 73/10770 [00:37<46:17, 3.85it/s]
1/1 [==============================] - 0s 198ms/step
1%| | 74/10770 [00:37<45:52, 3.89it/s]
1/1 [==============================] - 0s 198ms/step
1%| | 75/10770 [00:37<45:39, 3.90it/s]
1/1 [==============================] - 0s 203ms/step
1%| | 76/10770 [00:37<46:26, 3.84it/s]
1/1 [==============================] - 0s 206ms/step
1%| | 77/10770 [00:38<47:00, 3.79it/s]
1/1 [==============================] - 0s 211ms/step
1%| | 78/10770 [00:38<48:01, 3.71it/s]
1/1 [==============================] - 0s 221ms/step
1%| | 79/10770 [00:38<48:31, 3.67it/s]
1/1 [==============================] - 0s 197ms/step
1%| | 80/10770 [00:38<47:29, 3.75it/s]
1/1 [==============================] - 0s 193ms/step
1%| | 81/10770 [00:39<46:18, 3.85it/s]
1/1 [==============================] - 0s 205ms/step
1%| | 82/10770 [00:39<46:59, 3.79it/s]
1/1 [==============================] - 0s 217ms/step
1%| | 83/10770 [00:39<47:25, 3.76it/s]
1/1 [==============================] - 0s 196ms/step
1%| | 84/10770 [00:39<46:39, 3.82it/s]
1/1 [==============================] - 0s 199ms/step
1%| | 85/10770 [00:40<46:09, 3.86it/s]
1/1 [==============================] - 0s 209ms/step
1%| | 86/10770 [00:40<46:10, 3.86it/s]
1/1 [==============================] - 0s 219ms/step
1%| | 87/10770 [00:40<46:50, 3.80it/s]
1/1 [==============================] - 0s 224ms/step
1%| | 88/10770 [00:41<1:00:32, 2.94it/s]
1/1 [==============================] - 0s 228ms/step
1%| | 89/10770 [00:41<1:02:25, 2.85it/s]
1/1 [==============================] - 0s 368ms/step
1%| | 90/10770 [00:42<1:08:00, 2.62it/s]
1/1 [==============================] - 0s 372ms/step
1%| | 91/10770 [00:42<1:11:25, 2.49it/s]
1/1 [==============================] - 0s 367ms/step
1%| | 92/10770 [00:42<1:13:17, 2.43it/s]
1/1 [==============================] - 0s 351ms/step
1%| | 93/10770 [00:43<1:14:44, 2.38it/s]
1/1 [==============================] - 0s 383ms/step
1%| | 94/10770 [00:44<1:31:22, 1.95it/s]
1/1 [==============================] - 0s 364ms/step
1%| | 95/10770 [00:44<1:42:09, 1.74it/s]
1/1 [==============================] - 0s 303ms/step
1%| | 96/10770 [00:45<1:32:26, 1.92it/s]
1/1 [==============================] - 0s 199ms/step
1%| | 97/10770 [00:45<1:18:27, 2.27it/s]
1/1 [==============================] - 0s 215ms/step
1%| | 98/10770 [00:45<1:09:19, 2.57it/s]
1/1 [==============================] - 0s 218ms/step
1%| | 99/10770 [00:46<1:03:10, 2.81it/s]
1/1 [==============================] - 0s 202ms/step
1%| | 100/10770 [00:46<57:43, 3.08it/s]
1/1 [==============================] - 0s 199ms/step
1%| | 101/10770 [00:46<53:55, 3.30it/s]
1/1 [==============================] - 0s 202ms/step
1%| | 102/10770 [00:46<51:35, 3.45it/s]
1/1 [==============================] - 0s 212ms/step
1%| | 103/10770 [00:47<50:17, 3.54it/s]
1/1 [==============================] - 0s 224ms/step
1%| | 104/10770 [00:47<50:35, 3.51it/s]
1/1 [==============================] - 0s 210ms/step
1%| | 105/10770 [00:47<49:35, 3.58it/s]
1/1 [==============================] - 0s 206ms/step
1%| | 106/10770 [00:47<48:49, 3.64it/s]
1/1 [==============================] - 0s 216ms/step
1%| | 107/10770 [00:48<48:47, 3.64it/s]
1/1 [==============================] - 0s 204ms/step
1%| | 108/10770 [00:48<47:58, 3.70it/s]
1/1 [==============================] - 0s 205ms/step
1%| | 109/10770 [00:48<47:26, 3.75it/s]
1/1 [==============================] - 0s 201ms/step
1%| | 110/10770 [00:48<46:56, 3.78it/s]
1/1 [==============================] - 0s 224ms/step
1%| | 111/10770 [00:49<47:42, 3.72it/s]
1/1 [==============================] - 0s 212ms/step
1%| | 112/10770 [00:49<47:29, 3.74it/s]
1/1 [==============================] - 0s 199ms/step
1%| | 113/10770 [00:49<47:43, 3.72it/s]
1/1 [==============================] - 0s 195ms/step
1%| | 114/10770 [00:50<46:45, 3.80it/s]
1/1 [==============================] - 0s 212ms/step
1%| | 115/10770 [00:50<47:25, 3.74it/s]
1/1 [==============================] - 0s 208ms/step
1%| | 116/10770 [00:50<47:08, 3.77it/s]
1/1 [==============================] - 0s 201ms/step
1%| | 117/10770 [00:50<46:30, 3.82it/s]
1/1 [==============================] - 0s 193ms/step
1%| | 118/10770 [00:51<45:51, 3.87it/s]
1/1 [==============================] - 0s 220ms/step
1%| | 119/10770 [00:51<46:37, 3.81it/s]
1/1 [==============================] - 0s 202ms/step
1%| | 120/10770 [00:51<46:04, 3.85it/s]
1/1 [==============================] - 0s 204ms/step
1%| | 121/10770 [00:51<46:14, 3.84it/s]
1/1 [==============================] - 0s 197ms/step
1%| | 122/10770 [00:52<45:37, 3.89it/s]
1/1 [==============================] - 0s 218ms/step
1%| | 123/10770 [00:52<46:25, 3.82it/s]
1/1 [==============================] - 0s 204ms/step
1%| | 124/10770 [00:52<46:10, 3.84it/s]
1/1 [==============================] - 0s 203ms/step
1%| | 125/10770 [00:52<46:23, 3.82it/s]
1/1 [==============================] - 0s 231ms/step
1%| | 126/10770 [00:53<48:23, 3.67it/s]
1/1 [==============================] - 0s 208ms/step
1%| | 127/10770 [00:53<48:24, 3.66it/s]
1/1 [==============================] - 0s 205ms/step
1%| | 128/10770 [00:53<47:38, 3.72it/s]
1/1 [==============================] - 0s 204ms/step
1%| | 129/10770 [00:54<53:11, 3.33it/s]
1/1 [==============================] - 0s 217ms/step
1%| | 130/10770 [00:54<51:39, 3.43it/s]
1/1 [==============================] - 0s 211ms/step
1%| | 131/10770 [00:54<50:28, 3.51it/s]
1/1 [==============================] - 0s 197ms/step
1%| | 132/10770 [00:54<48:48, 3.63it/s]
1/1 [==============================] - 0s 194ms/step
1%| | 133/10770 [00:55<47:27, 3.73it/s]
1/1 [==============================] - 0s 354ms/step
1%| | 134/10770 [00:55<1:10:48, 2.50it/s]
1/1 [==============================] - 0s 361ms/step
1%|▏ | 135/10770 [00:56<1:28:01, 2.01it/s]
1/1 [==============================] - 0s 358ms/step
1%|▏ | 136/10770 [00:57<1:24:07, 2.11it/s]
1/1 [==============================] - 0s 367ms/step
1%|▏ | 137/10770 [00:57<1:22:43, 2.14it/s]
1/1 [==============================] - 0s 365ms/step
1%|▏ | 138/10770 [00:57<1:21:34, 2.17it/s]
1/1 [==============================] - 0s 362ms/step
1%|▏ | 139/10770 [00:58<1:36:33, 1.83it/s]
1/1 [==============================] - 0s 206ms/step
1%|▏ | 140/10770 [00:58<1:22:41, 2.14it/s]
1/1 [==============================] - 0s 193ms/step
1%|▏ | 141/10770 [00:59<1:11:04, 2.49it/s]
1/1 [==============================] - 0s 202ms/step
1%|▏ | 142/10770 [00:59<1:03:23, 2.79it/s]
1/1 [==============================] - 0s 200ms/step
1%|▏ | 143/10770 [00:59<58:32, 3.03it/s]
1/1 [==============================] - 0s 201ms/step
1%|▏ | 144/10770 [00:59<54:40, 3.24it/s]
1/1 [==============================] - 0s 198ms/step
1%|▏ | 145/10770 [01:00<51:49, 3.42it/s]
1/1 [==============================] - 0s 208ms/step
1%|▏ | 146/10770 [01:00<50:08, 3.53it/s]
1/1 [==============================] - 0s 202ms/step
1%|▏ | 147/10770 [01:00<49:09, 3.60it/s]
1/1 [==============================] - 0s 201ms/step
1%|▏ | 148/10770 [01:01<48:58, 3.61it/s]
1/1 [==============================] - 0s 201ms/step
1%|▏ | 149/10770 [01:01<47:54, 3.70it/s]
1/1 [==============================] - 0s 227ms/step
1%|▏ | 150/10770 [01:01<48:50, 3.62it/s]
1/1 [==============================] - 0s 205ms/step
1%|▏ | 151/10770 [01:01<48:10, 3.67it/s]
1/1 [==============================] - 0s 199ms/step
1%|▏ | 152/10770 [01:02<47:48, 3.70it/s]
1/1 [==============================] - 0s 207ms/step
1%|▏ | 153/10770 [01:02<47:30, 3.72it/s]
1/1 [==============================] - 0s 216ms/step
1%|▏ | 154/10770 [01:02<47:55, 3.69it/s]
1/1 [==============================] - 0s 207ms/step
1%|▏ | 155/10770 [01:02<47:17, 3.74it/s]
1/1 [==============================] - 0s 196ms/step
1%|▏ | 156/10770 [01:03<46:36, 3.80it/s]
1/1 [==============================] - 0s 208ms/step
1%|▏ | 157/10770 [01:03<46:35, 3.80it/s]
1/1 [==============================] - 0s 220ms/step
1%|▏ | 158/10770 [01:03<47:14, 3.74it/s]
1/1 [==============================] - 0s 204ms/step
1%|▏ | 159/10770 [01:03<47:32, 3.72it/s]
1/1 [==============================] - 0s 204ms/step
1%|▏ | 160/10770 [01:04<47:10, 3.75it/s]
1/1 [==============================] - 0s 208ms/step
1%|▏ | 161/10770 [01:04<47:15, 3.74it/s]
1/1 [==============================] - 0s 223ms/step
2%|▏ | 162/10770 [01:04<47:51, 3.69it/s]
1/1 [==============================] - 0s 205ms/step
2%|▏ | 163/10770 [01:05<47:30, 3.72it/s]
1/1 [==============================] - 0s 199ms/step
2%|▏ | 164/10770 [01:05<46:48, 3.78it/s]
1/1 [==============================] - 0s 208ms/step
2%|▏ | 165/10770 [01:05<47:06, 3.75it/s]
1/1 [==============================] - 0s 225ms/step
2%|▏ | 166/10770 [01:05<48:11, 3.67it/s]
1/1 [==============================] - 0s 210ms/step
2%|▏ | 167/10770 [01:06<47:51, 3.69it/s]
1/1 [==============================] - 0s 201ms/step
2%|▏ | 168/10770 [01:06<47:04, 3.75it/s]
1/1 [==============================] - 0s 203ms/step
2%|▏ | 169/10770 [01:06<46:43, 3.78it/s]
1/1 [==============================] - 0s 215ms/step
2%|▏ | 170/10770 [01:06<47:34, 3.71it/s]
1/1 [==============================] - 0s 197ms/step
2%|▏ | 171/10770 [01:07<46:40, 3.78it/s]
1/1 [==============================] - 0s 208ms/step
2%|▏ | 172/10770 [01:07<46:42, 3.78it/s]
1/1 [==============================] - 0s 202ms/step
2%|▏ | 173/10770 [01:07<46:21, 3.81it/s]
1/1 [==============================] - 0s 208ms/step
2%|▏ | 174/10770 [01:07<47:23, 3.73it/s]
1/1 [==============================] - 0s 196ms/step
2%|▏ | 175/10770 [01:08<46:25, 3.80it/s]
1/1 [==============================] - 0s 214ms/step
2%|▏ | 176/10770 [01:08<46:55, 3.76it/s]
1/1 [==============================] - 0s 229ms/step
2%|▏ | 177/10770 [01:08<52:40, 3.35it/s]
1/1 [==============================] - 0s 352ms/step
2%|▏ | 178/10770 [01:09<59:34, 2.96it/s]
1/1 [==============================] - 0s 360ms/step
2%|▏ | 179/10770 [01:09<1:05:07, 2.71it/s]
1/1 [==============================] - 0s 361ms/step
2%|▏ | 180/10770 [01:10<1:24:32, 2.09it/s]
1/1 [==============================] - 0s 385ms/step
2%|▏ | 181/10770 [01:10<1:24:12, 2.10it/s]
1/1 [==============================] - 0s 373ms/step
2%|▏ | 182/10770 [01:11<1:22:50, 2.13it/s]
1/1 [==============================] - 0s 365ms/step
2%|▏ | 183/10770 [01:11<1:21:16, 2.17it/s]
1/1 [==============================] - 0s 355ms/step
2%|▏ | 184/10770 [01:12<1:20:10, 2.20it/s]
1/1 [==============================] - 0s 329ms/step
2%|▏ | 185/10770 [01:12<1:17:43, 2.27it/s]
1/1 [==============================] - 0s 212ms/step
2%|▏ | 186/10770 [01:12<1:08:37, 2.57it/s]
1/1 [==============================] - 0s 226ms/step
2%|▏ | 187/10770 [01:13<1:03:00, 2.80it/s]
1/1 [==============================] - 0s 213ms/step
2%|▏ | 188/10770 [01:13<58:23, 3.02it/s]
1/1 [==============================] - 0s 205ms/step
2%|▏ | 189/10770 [01:13<54:40, 3.23it/s]
1/1 [==============================] - 0s 202ms/step
2%|▏ | 190/10770 [01:14<51:59, 3.39it/s]
1/1 [==============================] - 0s 203ms/step
2%|▏ | 191/10770 [01:14<57:48, 3.05it/s]
1/1 [==============================] - 0s 208ms/step
2%|▏ | 192/10770 [01:14<55:11, 3.19it/s]
1/1 [==============================] - 0s 208ms/step
2%|▏ | 193/10770 [01:14<52:27, 3.36it/s]
1/1 [==============================] - 0s 218ms/step
2%|▏ | 194/10770 [01:15<51:28, 3.42it/s]
1/1 [==============================] - 0s 211ms/step
2%|▏ | 195/10770 [01:15<50:03, 3.52it/s]
1/1 [==============================] - 0s 206ms/step
2%|▏ | 196/10770 [01:15<49:05, 3.59it/s]
1/1 [==============================] - 0s 203ms/step
2%|▏ | 197/10770 [01:16<48:19, 3.65it/s]
1/1 [==============================] - 0s 220ms/step
2%|▏ | 198/10770 [01:16<48:24, 3.64it/s]
1/1 [==============================] - 0s 212ms/step
2%|▏ | 199/10770 [01:16<48:13, 3.65it/s]
1/1 [==============================] - 0s 214ms/step
2%|▏ | 200/10770 [01:16<53:41, 3.28it/s]
1/1 [==============================] - 0s 222ms/step
2%|▏ | 201/10770 [01:17<52:30, 3.36it/s]
1/1 [==============================] - 0s 220ms/step
2%|▏ | 202/10770 [01:17<51:44, 3.40it/s]
1/1 [==============================] - 0s 209ms/step
2%|▏ | 203/10770 [01:17<51:00, 3.45it/s]
1/1 [==============================] - 0s 209ms/step
2%|▏ | 204/10770 [01:18<50:12, 3.51it/s]
1/1 [==============================] - 0s 231ms/step
2%|▏ | 205/10770 [01:18<50:26, 3.49it/s]
1/1 [==============================] - 0s 209ms/step
2%|▏ | 206/10770 [01:18<49:32, 3.55it/s]
1/1 [==============================] - 0s 206ms/step
2%|▏ | 207/10770 [01:18<48:25, 3.64it/s]
1/1 [==============================] - 0s 206ms/step
2%|▏ | 208/10770 [01:19<48:11, 3.65it/s]
1/1 [==============================] - 0s 222ms/step
2%|▏ | 209/10770 [01:19<48:44, 3.61it/s]
1/1 [==============================] - 0s 202ms/step
2%|▏ | 210/10770 [01:19<47:56, 3.67it/s]
1/1 [==============================] - 0s 205ms/step
2%|▏ | 211/10770 [01:19<47:31, 3.70it/s]
1/1 [==============================] - 0s 200ms/step
2%|▏ | 212/10770 [01:20<46:45, 3.76it/s]
1/1 [==============================] - 0s 212ms/step
2%|▏ | 213/10770 [01:20<47:44, 3.68it/s]
1/1 [==============================] - 0s 215ms/step
2%|▏ | 214/10770 [01:20<48:23, 3.64it/s]
1/1 [==============================] - 0s 211ms/step
2%|▏ | 215/10770 [01:21<48:26, 3.63it/s]
1/1 [==============================] - 0s 227ms/step
2%|▏ | 216/10770 [01:21<48:47, 3.60it/s]
1/1 [==============================] - 0s 212ms/step
2%|▏ | 217/10770 [01:21<48:12, 3.65it/s]
1/1 [==============================] - 0s 211ms/step
2%|▏ | 218/10770 [01:21<48:06, 3.66it/s]
1/1 [==============================] - 0s 207ms/step
2%|▏ | 219/10770 [01:22<47:50, 3.68it/s]
1/1 [==============================] - 0s 231ms/step
2%|▏ | 220/10770 [01:22<48:40, 3.61it/s]
1/1 [==============================] - 0s 275ms/step
2%|▏ | 221/10770 [01:22<51:34, 3.41it/s]
1/1 [==============================] - 0s 369ms/step
2%|▏ | 222/10770 [01:23<1:15:02, 2.34it/s]
1/1 [==============================] - 0s 367ms/step
2%|▏ | 223/10770 [01:24<1:30:58, 1.93it/s]
1/1 [==============================] - 0s 370ms/step
2%|▏ | 224/10770 [01:24<1:27:15, 2.01it/s]
1/1 [==============================] - 0s 378ms/step
2%|▏ | 225/10770 [01:25<1:25:48, 2.05it/s]
1/1 [==============================] - 0s 383ms/step
2%|▏ | 226/10770 [01:25<1:38:46, 1.78it/s]
1/1 [==============================] - 0s 335ms/step
2%|▏ | 227/10770 [01:26<1:31:02, 1.93it/s]
1/1 [==============================] - 0s 222ms/step
2%|▏ | 228/10770 [01:26<1:18:32, 2.24it/s]
1/1 [==============================] - 0s 206ms/step
2%|▏ | 229/10770 [01:26<1:08:54, 2.55it/s]
1/1 [==============================] - 0s 199ms/step
2%|▏ | 230/10770 [01:27<1:02:44, 2.80it/s]
1/1 [==============================] - 0s 208ms/step
2%|▏ | 231/10770 [01:27<58:04, 3.02it/s]
1/1 [==============================] - 0s 222ms/step
2%|▏ | 232/10770 [01:27<55:29, 3.16it/s]
1/1 [==============================] - 0s 206ms/step
2%|▏ | 233/10770 [01:27<52:48, 3.33it/s]
1/1 [==============================] - 0s 201ms/step
2%|▏ | 234/10770 [01:28<50:17, 3.49it/s]
1/1 [==============================] - 0s 206ms/step
2%|▏ | 235/10770 [01:28<49:01, 3.58it/s]
1/1 [==============================] - 0s 240ms/step
2%|▏ | 236/10770 [01:28<50:59, 3.44it/s]
1/1 [==============================] - 0s 219ms/step
2%|▏ | 237/10770 [01:29<1:14:11, 2.37it/s]
1/1 [==============================] - 0s 227ms/step
2%|▏ | 238/10770 [01:29<1:06:56, 2.62it/s]
1/1 [==============================] - 0s 211ms/step
2%|▏ | 239/10770 [01:30<1:01:20, 2.86it/s]
1/1 [==============================] - 0s 215ms/step
2%|▏ | 240/10770 [01:30<57:24, 3.06it/s]
1/1 [==============================] - 0s 208ms/step
2%|▏ | 241/10770 [01:30<54:18, 3.23it/s]
1/1 [==============================] - 0s 233ms/step
2%|▏ | 242/10770 [01:30<53:30, 3.28it/s]
1/1 [==============================] - 0s 206ms/step
2%|▏ | 243/10770 [01:31<51:29, 3.41it/s]
1/1 [==============================] - 0s 214ms/step
2%|▏ | 244/10770 [01:31<50:29, 3.47it/s]
1/1 [==============================] - 0s 226ms/step
2%|▏ | 245/10770 [01:31<55:45, 3.15it/s]
1/1 [==============================] - 0s 211ms/step
2%|▏ | 246/10770 [01:32<53:10, 3.30it/s]
1/1 [==============================] - 0s 214ms/step
2%|▏ | 247/10770 [01:32<51:55, 3.38it/s]
1/1 [==============================] - 0s 214ms/step
2%|▏ | 248/10770 [01:32<57:34, 3.05it/s]
1/1 [==============================] - 0s 217ms/step
2%|▏ | 249/10770 [01:33<1:00:48, 2.88it/s]
1/1 [==============================] - 0s 231ms/step
2%|▏ | 250/10770 [01:33<58:01, 3.02it/s]
1/1 [==============================] - 0s 215ms/step
2%|▏ | 251/10770 [01:33<1:01:00, 2.87it/s]
1/1 [==============================] - 0s 208ms/step
2%|▏ | 252/10770 [01:34<1:02:50, 2.79it/s]
1/1 [==============================] - 0s 208ms/step
2%|▏ | 253/10770 [01:34<58:10, 3.01it/s]
1/1 [==============================] - 0s 215ms/step
2%|▏ | 254/10770 [01:34<55:02, 3.18it/s]
1/1 [==============================] - 0s 209ms/step
2%|▏ | 255/10770 [01:35<53:11, 3.29it/s]
1/1 [==============================] - 0s 211ms/step
2%|▏ | 256/10770 [01:35<51:25, 3.41it/s]
1/1 [==============================] - 0s 206ms/step
2%|▏ | 257/10770 [01:35<49:58, 3.51it/s]
1/1 [==============================] - 0s 235ms/step
2%|▏ | 258/10770 [01:35<51:32, 3.40it/s]
1/1 [==============================] - 0s 208ms/step
2%|▏ | 259/10770 [01:36<50:18, 3.48it/s]
1/1 [==============================] - 0s 338ms/step
2%|▏ | 260/10770 [01:36<1:11:56, 2.43it/s]
1/1 [==============================] - 0s 364ms/step
2%|▏ | 261/10770 [01:37<1:13:44, 2.38it/s]
1/1 [==============================] - 0s 352ms/step
2%|▏ | 262/10770 [01:37<1:14:13, 2.36it/s]
1/1 [==============================] - 0s 366ms/step
2%|▏ | 263/10770 [01:38<1:15:15, 2.33it/s]
1/1 [==============================] - 0s 376ms/step
2%|▏ | 264/10770 [01:38<1:31:12, 1.92it/s]
1/1 [==============================] - 0s 358ms/step
2%|▏ | 265/10770 [01:39<1:26:35, 2.02it/s]
1/1 [==============================] - 0s 362ms/step
2%|▏ | 266/10770 [01:39<1:24:31, 2.07it/s]
1/1 [==============================] - 0s 288ms/step
2%|▏ | 267/10770 [01:40<1:19:03, 2.21it/s]
1/1 [==============================] - 0s 212ms/step
2%|▏ | 268/10770 [01:40<1:09:31, 2.52it/s]
1/1 [==============================] - 0s 219ms/step
2%|▏ | 269/10770 [01:40<1:04:49, 2.70it/s]
1/1 [==============================] - 0s 227ms/step
3%|▎ | 270/10770 [01:41<1:05:28, 2.67it/s]
1/1 [==============================] - 0s 207ms/step
3%|▎ | 271/10770 [01:41<59:53, 2.92it/s]
1/1 [==============================] - 0s 214ms/step
3%|▎ | 272/10770 [01:41<56:14, 3.11it/s]
1/1 [==============================] - 0s 206ms/step
3%|▎ | 273/10770 [01:41<53:04, 3.30it/s]
1/1 [==============================] - 0s 232ms/step
3%|▎ | 274/10770 [01:42<52:45, 3.32it/s]
1/1 [==============================] - 0s 208ms/step
3%|▎ | 275/10770 [01:42<51:10, 3.42it/s]
1/1 [==============================] - 0s 210ms/step
3%|▎ | 276/10770 [01:42<49:55, 3.50it/s]
1/1 [==============================] - 0s 216ms/step
3%|▎ | 277/10770 [01:43<49:14, 3.55it/s]
1/1 [==============================] - 0s 208ms/step
3%|▎ | 278/10770 [01:43<48:44, 3.59it/s]
1/1 [==============================] - 0s 203ms/step
3%|▎ | 279/10770 [01:43<53:50, 3.25it/s]
1/1 [==============================] - 0s 208ms/step
3%|▎ | 280/10770 [01:44<52:17, 3.34it/s]
1/1 [==============================] - 0s 229ms/step
3%|▎ | 281/10770 [01:44<51:38, 3.39it/s]
1/1 [==============================] - 0s 203ms/step
3%|▎ | 282/10770 [01:44<49:51, 3.51it/s]
1/1 [==============================] - 0s 206ms/step
3%|▎ | 283/10770 [01:44<48:46, 3.58it/s]
1/1 [==============================] - 0s 211ms/step
3%|▎ | 284/10770 [01:45<48:10, 3.63it/s]
1/1 [==============================] - 0s 230ms/step
3%|▎ | 285/10770 [01:45<48:56, 3.57it/s]
1/1 [==============================] - 0s 217ms/step
3%|▎ | 286/10770 [01:45<48:46, 3.58it/s]
1/1 [==============================] - 0s 228ms/step
3%|▎ | 287/10770 [01:45<49:17, 3.54it/s]
1/1 [==============================] - 0s 205ms/step
3%|▎ | 288/10770 [01:46<48:27, 3.60it/s]
1/1 [==============================] - 0s 215ms/step
3%|▎ | 289/10770 [01:46<48:42, 3.59it/s]
1/1 [==============================] - 0s 225ms/step
3%|▎ | 290/10770 [01:46<54:40, 3.19it/s]
1/1 [==============================] - 0s 208ms/step
3%|▎ | 291/10770 [01:47<52:10, 3.35it/s]
1/1 [==============================] - 0s 226ms/step
3%|▎ | 292/10770 [01:47<51:26, 3.39it/s]
1/1 [==============================] - 0s 211ms/step
3%|▎ | 293/10770 [01:47<50:24, 3.46it/s]
1/1 [==============================] - 0s 206ms/step
3%|▎ | 294/10770 [01:48<49:06, 3.56it/s]
1/1 [==============================] - 0s 204ms/step
3%|▎ | 295/10770 [01:48<48:06, 3.63it/s]
1/1 [==============================] - 0s 217ms/step
3%|▎ | 296/10770 [01:48<48:09, 3.63it/s]
1/1 [==============================] - 0s 208ms/step
3%|▎ | 297/10770 [01:48<47:29, 3.68it/s]
1/1 [==============================] - 0s 208ms/step
3%|▎ | 298/10770 [01:49<47:09, 3.70it/s]
1/1 [==============================] - 0s 217ms/step
3%|▎ | 299/10770 [01:49<47:20, 3.69it/s]
1/1 [==============================] - 0s 199ms/step
3%|▎ | 300/10770 [01:49<47:18, 3.69it/s]
1/1 [==============================] - 0s 210ms/step
3%|▎ | 301/10770 [01:49<47:34, 3.67it/s]
1/1 [==============================] - 0s 235ms/step
3%|▎ | 302/10770 [01:50<48:50, 3.57it/s]
1/1 [==============================] - 0s 368ms/step
3%|▎ | 303/10770 [01:50<1:12:37, 2.40it/s]
1/1 [==============================] - 1s 698ms/step
3%|▎ | 304/10770 [01:52<1:48:57, 1.60it/s]
1/1 [==============================] - 0s 371ms/step
3%|▎ | 305/10770 [01:52<1:40:21, 1.74it/s]
1/1 [==============================] - 0s 375ms/step
3%|▎ | 306/10770 [01:53<1:49:23, 1.59it/s]
1/1 [==============================] - 0s 390ms/step
3%|▎ | 307/10770 [01:53<1:56:05, 1.50it/s]
1/1 [==============================] - 0s 212ms/step
3%|▎ | 308/10770 [01:54<1:35:36, 1.82it/s]
1/1 [==============================] - 0s 213ms/step
3%|▎ | 309/10770 [01:54<1:22:25, 2.12it/s]
1/1 [==============================] - 0s 232ms/step
3%|▎ | 310/10770 [01:54<1:13:03, 2.39it/s]
1/1 [==============================] - 0s 216ms/step
3%|▎ | 311/10770 [01:55<1:05:36, 2.66it/s]
1/1 [==============================] - 0s 216ms/step
3%|▎ | 312/10770 [01:55<1:00:05, 2.90it/s]
1/1 [==============================] - 0s 212ms/step
3%|▎ | 313/10770 [01:55<57:02, 3.06it/s]
1/1 [==============================] - 0s 212ms/step
3%|▎ | 314/10770 [01:55<54:43, 3.18it/s]
1/1 [==============================] - 0s 211ms/step
3%|▎ | 315/10770 [01:56<52:04, 3.35it/s]
1/1 [==============================] - 0s 208ms/step
3%|▎ | 316/10770 [01:56<50:26, 3.45it/s]
1/1 [==============================] - 0s 231ms/step
3%|▎ | 317/10770 [01:56<55:19, 3.15it/s]
1/1 [==============================] - 0s 203ms/step
3%|▎ | 318/10770 [01:57<52:16, 3.33it/s]
1/1 [==============================] - 0s 214ms/step
3%|▎ | 319/10770 [01:57<50:38, 3.44it/s]
1/1 [==============================] - 0s 208ms/step
3%|▎ | 320/10770 [01:57<49:35, 3.51it/s]
1/1 [==============================] - 0s 223ms/step
3%|▎ | 321/10770 [01:57<49:30, 3.52it/s]
1/1 [==============================] - 0s 205ms/step
3%|▎ | 322/10770 [01:58<48:18, 3.60it/s]
1/1 [==============================] - 0s 211ms/step
3%|▎ | 323/10770 [01:58<47:54, 3.63it/s]
1/1 [==============================] - 0s 210ms/step
3%|▎ | 324/10770 [01:58<48:11, 3.61it/s]
1/1 [==============================] - 0s 215ms/step
3%|▎ | 325/10770 [01:59<48:09, 3.61it/s]
1/1 [==============================] - 0s 207ms/step
3%|▎ | 326/10770 [01:59<47:33, 3.66it/s]
1/1 [==============================] - 0s 203ms/step
3%|▎ | 327/10770 [01:59<47:05, 3.70it/s]
1/1 [==============================] - 0s 207ms/step
3%|▎ | 328/10770 [01:59<46:51, 3.71it/s]
1/1 [==============================] - 0s 212ms/step
3%|▎ | 329/10770 [02:00<47:21, 3.67it/s]
1/1 [==============================] - 0s 212ms/step
3%|▎ | 330/10770 [02:00<47:08, 3.69it/s]
1/1 [==============================] - 0s 211ms/step
3%|▎ | 331/10770 [02:00<46:53, 3.71it/s]
1/1 [==============================] - 0s 224ms/step
3%|▎ | 332/10770 [02:00<47:32, 3.66it/s]
1/1 [==============================] - 0s 208ms/step
3%|▎ | 333/10770 [02:01<47:07, 3.69it/s]
1/1 [==============================] - 0s 214ms/step
3%|▎ | 334/10770 [02:01<47:21, 3.67it/s]
1/1 [==============================] - 0s 213ms/step
3%|▎ | 335/10770 [02:01<48:33, 3.58it/s]
1/1 [==============================] - 0s 220ms/step
3%|▎ | 336/10770 [02:02<48:36, 3.58it/s]
1/1 [==============================] - 0s 216ms/step
3%|▎ | 337/10770 [02:02<48:12, 3.61it/s]
1/1 [==============================] - 0s 209ms/step
3%|▎ | 338/10770 [02:02<47:41, 3.65it/s]
1/1 [==============================] - 0s 213ms/step
3%|▎ | 339/10770 [02:02<47:32, 3.66it/s]
1/1 [==============================] - 0s 223ms/step
3%|▎ | 340/10770 [02:03<48:18, 3.60it/s]
1/1 [==============================] - 0s 215ms/step
3%|▎ | 341/10770 [02:03<48:11, 3.61it/s]
1/1 [==============================] - 0s 217ms/step
3%|▎ | 342/10770 [02:03<48:20, 3.59it/s]
1/1 [==============================] - 0s 247ms/step
3%|▎ | 343/10770 [02:04<53:49, 3.23it/s]
1/1 [==============================] - 0s 382ms/step
3%|▎ | 344/10770 [02:04<1:01:41, 2.82it/s]
1/1 [==============================] - 0s 380ms/step
3%|▎ | 345/10770 [02:05<1:08:22, 2.54it/s]
1/1 [==============================] - 0s 359ms/step
3%|▎ | 346/10770 [02:05<1:13:49, 2.35it/s]
1/1 [==============================] - 0s 380ms/step
3%|▎ | 347/10770 [02:06<1:15:47, 2.29it/s]
1/1 [==============================] - 0s 403ms/step
3%|▎ | 348/10770 [02:06<1:17:59, 2.23it/s]
1/1 [==============================] - 0s 378ms/step
3%|▎ | 349/10770 [02:06<1:18:56, 2.20it/s]
1/1 [==============================] - 0s 363ms/step
3%|▎ | 350/10770 [02:07<1:18:10, 2.22it/s]
1/1 [==============================] - 0s 365ms/step
3%|▎ | 351/10770 [02:07<1:17:29, 2.24it/s]
1/1 [==============================] - 0s 295ms/step
3%|▎ | 352/10770 [02:08<1:13:48, 2.35it/s]
1/1 [==============================] - 0s 234ms/step
3%|▎ | 353/10770 [02:08<1:07:15, 2.58it/s]
1/1 [==============================] - 0s 212ms/step
3%|▎ | 354/10770 [02:08<1:00:55, 2.85it/s]
1/1 [==============================] - 0s 205ms/step
3%|▎ | 355/10770 [02:09<56:38, 3.06it/s]
1/1 [==============================] - 0s 211ms/step
3%|▎ | 356/10770 [02:09<53:44, 3.23it/s]
1/1 [==============================] - 0s 208ms/step
3%|▎ | 357/10770 [02:09<52:57, 3.28it/s]
1/1 [==============================] - 0s 214ms/step
3%|▎ | 358/10770 [02:09<51:21, 3.38it/s]
1/1 [==============================] - 0s 209ms/step
3%|▎ | 359/10770 [02:10<50:11, 3.46it/s]
1/1 [==============================] - 0s 230ms/step
3%|▎ | 360/10770 [02:10<50:37, 3.43it/s]
1/1 [==============================] - 0s 208ms/step
3%|▎ | 361/10770 [02:10<49:22, 3.51it/s]
1/1 [==============================] - 0s 212ms/step
3%|▎ | 362/10770 [02:11<48:58, 3.54it/s]
1/1 [==============================] - 0s 210ms/step
3%|▎ | 363/10770 [02:11<48:10, 3.60it/s]
1/1 [==============================] - 0s 230ms/step
3%|▎ | 364/10770 [02:11<53:50, 3.22it/s]
1/1 [==============================] - 0s 212ms/step
3%|▎ | 365/10770 [02:11<52:10, 3.32it/s]
1/1 [==============================] - 0s 203ms/step
3%|▎ | 366/10770 [02:12<50:12, 3.45it/s]
1/1 [==============================] - 0s 220ms/step
3%|▎ | 367/10770 [02:12<49:49, 3.48it/s]
1/1 [==============================] - 0s 220ms/step
3%|▎ | 368/10770 [02:12<50:20, 3.44it/s]
1/1 [==============================] - 0s 206ms/step
3%|▎ | 369/10770 [02:13<49:02, 3.53it/s]
1/1 [==============================] - 0s 211ms/step
3%|▎ | 370/10770 [02:13<53:56, 3.21it/s]
1/1 [==============================] - 0s 231ms/step
3%|▎ | 371/10770 [02:13<58:08, 2.98it/s]
1/1 [==============================] - 0s 214ms/step
3%|▎ | 372/10770 [02:14<55:14, 3.14it/s]
1/1 [==============================] - 0s 215ms/step
3%|▎ | 373/10770 [02:14<53:01, 3.27it/s]
1/1 [==============================] - 0s 220ms/step
3%|▎ | 374/10770 [02:14<51:49, 3.34it/s]
1/1 [==============================] - 0s 214ms/step
3%|▎ | 375/10770 [02:14<50:22, 3.44it/s]
1/1 [==============================] - 0s 211ms/step
3%|▎ | 376/10770 [02:15<49:33, 3.50it/s]
1/1 [==============================] - 0s 212ms/step
4%|▎ | 377/10770 [02:15<48:48, 3.55it/s]
1/1 [==============================] - 0s 223ms/step
4%|▎ | 378/10770 [02:15<53:49, 3.22it/s]
1/1 [==============================] - 0s 210ms/step
4%|▎ | 379/10770 [02:16<52:23, 3.31it/s]
1/1 [==============================] - 0s 219ms/step
4%|▎ | 380/10770 [02:16<51:05, 3.39it/s]
1/1 [==============================] - 0s 225ms/step
4%|▎ | 381/10770 [02:16<50:36, 3.42it/s]
1/1 [==============================] - 0s 208ms/step
4%|▎ | 382/10770 [02:16<49:10, 3.52it/s]
1/1 [==============================] - 0s 201ms/step
4%|▎ | 383/10770 [02:17<47:56, 3.61it/s]
1/1 [==============================] - 0s 212ms/step
4%|▎ | 384/10770 [02:17<53:12, 3.25it/s]
1/1 [==============================] - 0s 222ms/step
4%|▎ | 385/10770 [02:17<52:28, 3.30it/s]
1/1 [==============================] - 0s 223ms/step
4%|▎ | 386/10770 [02:18<51:20, 3.37it/s]
1/1 [==============================] - 0s 319ms/step
4%|▎ | 387/10770 [02:18<57:06, 3.03it/s]
1/1 [==============================] - 0s 394ms/step
4%|▎ | 388/10770 [02:19<1:19:32, 2.18it/s]
1/1 [==============================] - 0s 374ms/step
4%|▎ | 389/10770 [02:20<1:35:02, 1.82it/s]
1/1 [==============================] - 0s 375ms/step
4%|▎ | 390/10770 [02:20<1:30:00, 1.92it/s]
1/1 [==============================] - 0s 397ms/step
4%|▎ | 391/10770 [02:21<1:28:02, 1.96it/s]
1/1 [==============================] - 0s 371ms/step
4%|▎ | 392/10770 [02:21<1:40:31, 1.72it/s]
1/1 [==============================] - 0s 216ms/step
4%|▎ | 393/10770 [02:22<1:24:33, 2.05it/s]
1/1 [==============================] - 0s 209ms/step
4%|▎ | 394/10770 [02:22<1:13:09, 2.36it/s]
1/1 [==============================] - 0s 210ms/step
4%|▎ | 395/10770 [02:22<1:10:42, 2.45it/s]
1/1 [==============================] - 0s 223ms/step
4%|▎ | 396/10770 [02:22<1:04:04, 2.70it/s]
1/1 [==============================] - 0s 208ms/step
4%|▎ | 397/10770 [02:23<58:39, 2.95it/s]
1/1 [==============================] - 0s 250ms/step
4%|▎ | 398/10770 [02:23<57:25, 3.01it/s]
1/1 [==============================] - 0s 209ms/step
4%|▎ | 399/10770 [02:23<54:14, 3.19it/s]
1/1 [==============================] - 0s 228ms/step
4%|▎ | 400/10770 [02:24<53:41, 3.22it/s]
1/1 [==============================] - 0s 220ms/step
4%|▎ | 401/10770 [02:24<52:10, 3.31it/s]
1/1 [==============================] - 0s 208ms/step
4%|▎ | 402/10770 [02:24<56:10, 3.08it/s]
1/1 [==============================] - 0s 225ms/step
4%|▎ | 403/10770 [02:25<53:58, 3.20it/s]
1/1 [==============================] - 0s 215ms/step
4%|▍ | 404/10770 [02:25<51:53, 3.33it/s]
1/1 [==============================] - 0s 207ms/step
4%|▍ | 405/10770 [02:25<50:09, 3.44it/s]
1/1 [==============================] - 0s 207ms/step
4%|▍ | 406/10770 [02:25<49:03, 3.52it/s]
1/1 [==============================] - 0s 222ms/step
4%|▍ | 407/10770 [02:26<48:56, 3.53it/s]
1/1 [==============================] - 0s 210ms/step
4%|▍ | 408/10770 [02:26<48:09, 3.59it/s]
1/1 [==============================] - 0s 204ms/step
4%|▍ | 409/10770 [02:26<47:25, 3.64it/s]
1/1 [==============================] - 0s 205ms/step
4%|▍ | 410/10770 [02:26<47:15, 3.65it/s]
1/1 [==============================] - 0s 220ms/step
4%|▍ | 411/10770 [02:27<47:54, 3.60it/s]
1/1 [==============================] - 0s 207ms/step
4%|▍ | 412/10770 [02:27<47:51, 3.61it/s]
1/1 [==============================] - 0s 207ms/step
4%|▍ | 413/10770 [02:27<47:16, 3.65it/s]
1/1 [==============================] - 0s 207ms/step
4%|▍ | 414/10770 [02:28<46:52, 3.68it/s]
1/1 [==============================] - 0s 214ms/step
4%|▍ | 415/10770 [02:28<47:27, 3.64it/s]
1/1 [==============================] - 0s 205ms/step
4%|▍ | 416/10770 [02:28<46:55, 3.68it/s]
1/1 [==============================] - 0s 212ms/step
4%|▍ | 417/10770 [02:28<46:51, 3.68it/s]
1/1 [==============================] - 0s 216ms/step
4%|▍ | 418/10770 [02:29<46:53, 3.68it/s]
1/1 [==============================] - 0s 222ms/step
4%|▍ | 419/10770 [02:29<47:27, 3.64it/s]
1/1 [==============================] - 0s 206ms/step
4%|▍ | 420/10770 [02:29<47:01, 3.67it/s]
1/1 [==============================] - 0s 206ms/step
4%|▍ | 421/10770 [02:29<46:46, 3.69it/s]
1/1 [==============================] - 0s 224ms/step
4%|▍ | 422/10770 [02:30<48:01, 3.59it/s]
1/1 [==============================] - 0s 204ms/step
4%|▍ | 423/10770 [02:30<47:45, 3.61it/s]
1/1 [==============================] - 0s 212ms/step
4%|▍ | 424/10770 [02:30<47:46, 3.61it/s]
1/1 [==============================] - 0s 203ms/step
4%|▍ | 425/10770 [02:31<47:12, 3.65it/s]
1/1 [==============================] - 0s 230ms/step
4%|▍ | 426/10770 [02:31<48:05, 3.58it/s]
1/1 [==============================] - 0s 208ms/step
4%|▍ | 427/10770 [02:31<47:28, 3.63it/s]
1/1 [==============================] - 0s 303ms/step
4%|▍ | 428/10770 [02:32<51:53, 3.32it/s]
1/1 [==============================] - 0s 368ms/step
4%|▍ | 429/10770 [02:32<1:14:42, 2.31it/s]
1/1 [==============================] - 1s 760ms/step
4%|▍ | 430/10770 [02:33<1:51:45, 1.54it/s]
1/1 [==============================] - 1s 935ms/step
4%|▍ | 431/10770 [02:34<2:11:20, 1.31it/s]
1/1 [==============================] - 0s 372ms/step
4%|▍ | 432/10770 [02:35<2:21:49, 1.21it/s]
1/1 [==============================] - 0s 213ms/step
4%|▍ | 433/10770 [02:36<1:53:52, 1.51it/s]
1/1 [==============================] - 0s 300ms/step
4%|▍ | 434/10770 [02:36<1:39:23, 1.73it/s]
1/1 [==============================] - 0s 297ms/step
4%|▍ | 435/10770 [02:36<1:30:31, 1.90it/s]
1/1 [==============================] - 0s 255ms/step
4%|▍ | 436/10770 [02:37<1:24:28, 2.04it/s]
1/1 [==============================] - 0s 279ms/step
4%|▍ | 437/10770 [02:37<1:18:01, 2.21it/s]
1/1 [==============================] - 0s 251ms/step
4%|▍ | 438/10770 [02:38<1:11:11, 2.42it/s]
1/1 [==============================] - 0s 274ms/step
4%|▍ | 439/10770 [02:38<1:10:31, 2.44it/s]
1/1 [==============================] - 0s 276ms/step
4%|▍ | 440/10770 [02:38<1:07:00, 2.57it/s]
1/1 [==============================] - 0s 241ms/step
4%|▍ | 441/10770 [02:39<1:03:53, 2.69it/s]
1/1 [==============================] - 0s 212ms/step
4%|▍ | 442/10770 [02:39<58:45, 2.93it/s]
1/1 [==============================] - 0s 218ms/step
4%|▍ | 443/10770 [02:39<55:41, 3.09it/s]
1/1 [==============================] - 0s 215ms/step
4%|▍ | 444/10770 [02:39<54:07, 3.18it/s]
1/1 [==============================] - 0s 206ms/step
4%|▍ | 445/10770 [02:40<51:42, 3.33it/s]
1/1 [==============================] - 0s 222ms/step
4%|▍ | 446/10770 [02:40<50:41, 3.39it/s]
1/1 [==============================] - 0s 227ms/step
4%|▍ | 447/10770 [02:40<50:20, 3.42it/s]
1/1 [==============================] - 0s 207ms/step
4%|▍ | 448/10770 [02:41<49:14, 3.49it/s]
1/1 [==============================] - 0s 208ms/step
4%|▍ | 449/10770 [02:41<48:24, 3.55it/s]
1/1 [==============================] - 0s 205ms/step
4%|▍ | 450/10770 [02:41<47:44, 3.60it/s]
1/1 [==============================] - 0s 221ms/step
4%|▍ | 451/10770 [02:41<47:46, 3.60it/s]
1/1 [==============================] - 0s 202ms/step
4%|▍ | 452/10770 [02:42<46:57, 3.66it/s]
1/1 [==============================] - 0s 209ms/step
4%|▍ | 453/10770 [02:42<46:34, 3.69it/s]
1/1 [==============================] - 0s 212ms/step
4%|▍ | 454/10770 [02:42<46:35, 3.69it/s]
1/1 [==============================] - 0s 214ms/step
4%|▍ | 455/10770 [02:43<53:19, 3.22it/s]
1/1 [==============================] - 0s 211ms/step
4%|▍ | 456/10770 [02:43<51:13, 3.36it/s]
1/1 [==============================] - 0s 204ms/step
4%|▍ | 457/10770 [02:43<49:56, 3.44it/s]
1/1 [==============================] - 0s 223ms/step
4%|▍ | 458/10770 [02:43<49:46, 3.45it/s]
1/1 [==============================] - 0s 206ms/step
4%|▍ | 459/10770 [02:44<48:39, 3.53it/s]
1/1 [==============================] - 0s 214ms/step
4%|▍ | 460/10770 [02:44<47:53, 3.59it/s]
1/1 [==============================] - 0s 216ms/step
4%|▍ | 461/10770 [02:44<47:56, 3.58it/s]
1/1 [==============================] - 0s 208ms/step
4%|▍ | 462/10770 [02:45<48:36, 3.53it/s]
1/1 [==============================] - 0s 202ms/step
4%|▍ | 463/10770 [02:45<47:17, 3.63it/s]
1/1 [==============================] - 0s 211ms/step
4%|▍ | 464/10770 [02:45<52:39, 3.26it/s]
1/1 [==============================] - 0s 320ms/step
4%|▍ | 465/10770 [02:46<56:33, 3.04it/s]
1/1 [==============================] - 0s 356ms/step
4%|▍ | 466/10770 [02:46<1:03:11, 2.72it/s]
1/1 [==============================] - 0s 373ms/step
4%|▍ | 467/10770 [02:46<1:07:16, 2.55it/s]
1/1 [==============================] - 0s 364ms/step
4%|▍ | 468/10770 [02:47<1:24:59, 2.02it/s]
1/1 [==============================] - 0s 372ms/step
4%|▍ | 469/10770 [02:48<1:37:26, 1.76it/s]
1/1 [==============================] - 0s 370ms/step
4%|▍ | 470/10770 [02:48<1:30:54, 1.89it/s]
1/1 [==============================] - 0s 372ms/step
4%|▍ | 471/10770 [02:49<1:42:02, 1.68it/s]
1/1 [==============================] - 0s 209ms/step
4%|▍ | 472/10770 [02:49<1:25:01, 2.02it/s]
1/1 [==============================] - 0s 218ms/step
4%|▍ | 473/10770 [02:50<1:13:54, 2.32it/s]
1/1 [==============================] - 0s 207ms/step
4%|▍ | 474/10770 [02:50<1:05:17, 2.63it/s]
1/1 [==============================] - 0s 202ms/step
4%|▍ | 475/10770 [02:50<59:13, 2.90it/s]
1/1 [==============================] - 0s 209ms/step
4%|▍ | 476/10770 [02:50<55:17, 3.10it/s]
1/1 [==============================] - 0s 222ms/step
4%|▍ | 477/10770 [02:51<53:38, 3.20it/s]
1/1 [==============================] - 0s 210ms/step
4%|▍ | 478/10770 [02:51<51:57, 3.30it/s]
1/1 [==============================] - 0s 205ms/step
4%|▍ | 479/10770 [02:51<50:12, 3.42it/s]
1/1 [==============================] - 0s 219ms/step
4%|▍ | 480/10770 [02:52<49:39, 3.45it/s]
1/1 [==============================] - 0s 225ms/step
4%|▍ | 481/10770 [02:52<49:47, 3.44it/s]
1/1 [==============================] - 0s 218ms/step
4%|▍ | 482/10770 [02:52<49:04, 3.49it/s]
1/1 [==============================] - 0s 208ms/step
4%|▍ | 483/10770 [02:52<48:09, 3.56it/s]
1/1 [==============================] - 0s 203ms/step
4%|▍ | 484/10770 [02:53<47:17, 3.62it/s]
1/1 [==============================] - 0s 220ms/step
5%|▍ | 485/10770 [02:53<53:02, 3.23it/s]
1/1 [==============================] - 0s 210ms/step
5%|▍ | 486/10770 [02:53<50:58, 3.36it/s]
1/1 [==============================] - 0s 204ms/step
5%|▍ | 487/10770 [02:54<49:12, 3.48it/s]
1/1 [==============================] - 0s 231ms/step
5%|▍ | 488/10770 [02:54<49:53, 3.43it/s]
1/1 [==============================] - 0s 210ms/step
5%|▍ | 489/10770 [02:54<48:42, 3.52it/s]
1/1 [==============================] - 0s 217ms/step
5%|▍ | 490/10770 [02:54<48:21, 3.54it/s]
1/1 [==============================] - 0s 205ms/step
5%|▍ | 491/10770 [02:55<47:46, 3.59it/s]
1/1 [==============================] - 0s 234ms/step
5%|▍ | 492/10770 [02:55<48:34, 3.53it/s]
1/1 [==============================] - 0s 204ms/step
5%|▍ | 493/10770 [02:55<48:20, 3.54it/s]
1/1 [==============================] - 0s 213ms/step
5%|▍ | 494/10770 [02:56<53:05, 3.23it/s]
1/1 [==============================] - 0s 222ms/step
5%|▍ | 495/10770 [02:56<51:30, 3.33it/s]
1/1 [==============================] - 0s 208ms/step
5%|▍ | 496/10770 [02:56<49:58, 3.43it/s]
1/1 [==============================] - 0s 209ms/step
5%|▍ | 497/10770 [02:56<48:34, 3.52it/s]
1/1 [==============================] - 0s 205ms/step
5%|▍ | 498/10770 [02:57<47:36, 3.60it/s]
1/1 [==============================] - 0s 222ms/step
5%|▍ | 499/10770 [02:57<48:55, 3.50it/s]
1/1 [==============================] - 0s 209ms/step
5%|▍ | 500/10770 [02:57<48:11, 3.55it/s]
1/1 [==============================] - 0s 208ms/step
5%|▍ | 501/10770 [02:58<47:24, 3.61it/s]
1/1 [==============================] - 0s 209ms/step
5%|▍ | 502/10770 [02:58<47:06, 3.63it/s]
1/1 [==============================] - 0s 209ms/step
5%|▍ | 503/10770 [02:58<47:09, 3.63it/s]
1/1 [==============================] - 0s 209ms/step
5%|▍ | 504/10770 [02:58<47:14, 3.62it/s]
1/1 [==============================] - 0s 208ms/step
5%|▍ | 505/10770 [02:59<46:41, 3.66it/s]
1/1 [==============================] - 0s 225ms/step
5%|▍ | 506/10770 [02:59<47:27, 3.60it/s]
1/1 [==============================] - 0s 309ms/step
5%|▍ | 507/10770 [02:59<52:40, 3.25it/s]
1/1 [==============================] - 0s 379ms/step
5%|▍ | 508/10770 [03:00<1:14:56, 2.28it/s]
1/1 [==============================] - 0s 363ms/step
5%|▍ | 509/10770 [03:01<1:15:14, 2.27it/s]
1/1 [==============================] - 0s 384ms/step
5%|▍ | 510/10770 [03:01<1:32:00, 1.86it/s]
1/1 [==============================] - 0s 376ms/step
5%|▍ | 511/10770 [03:02<1:42:37, 1.67it/s]
1/1 [==============================] - 0s 364ms/step
5%|▍ | 512/10770 [03:03<1:51:17, 1.54it/s]
1/1 [==============================] - 0s 216ms/step
5%|▍ | 513/10770 [03:03<1:31:47, 1.86it/s]
1/1 [==============================] - 0s 204ms/step
5%|▍ | 514/10770 [03:03<1:18:34, 2.18it/s]
1/1 [==============================] - 0s 210ms/step
5%|▍ | 515/10770 [03:04<1:09:03, 2.47it/s]
1/1 [==============================] - 0s 216ms/step
5%|▍ | 516/10770 [03:04<1:02:30, 2.73it/s]
1/1 [==============================] - 0s 234ms/step
5%|▍ | 517/10770 [03:04<59:14, 2.88it/s]
1/1 [==============================] - 0s 210ms/step
5%|▍ | 518/10770 [03:05<55:33, 3.08it/s]
1/1 [==============================] - 0s 207ms/step
5%|▍ | 519/10770 [03:05<52:45, 3.24it/s]
1/1 [==============================] - 0s 206ms/step
5%|▍ | 520/10770 [03:05<50:59, 3.35it/s]
1/1 [==============================] - 0s 226ms/step
5%|▍ | 521/10770 [03:05<50:49, 3.36it/s]
1/1 [==============================] - 0s 208ms/step
5%|▍ | 522/10770 [03:06<49:24, 3.46it/s]
1/1 [==============================] - 0s 220ms/step
5%|▍ | 523/10770 [03:06<54:01, 3.16it/s]
1/1 [==============================] - 0s 230ms/step
5%|▍ | 524/10770 [03:06<52:36, 3.25it/s]
1/1 [==============================] - 0s 205ms/step
5%|▍ | 525/10770 [03:07<50:28, 3.38it/s]
1/1 [==============================] - 0s 204ms/step
5%|▍ | 526/10770 [03:07<48:43, 3.50it/s]
1/1 [==============================] - 0s 206ms/step
5%|▍ | 527/10770 [03:07<48:04, 3.55it/s]
1/1 [==============================] - 0s 220ms/step
5%|▍ | 528/10770 [03:07<48:06, 3.55it/s]
1/1 [==============================] - 0s 209ms/step
5%|▍ | 529/10770 [03:08<47:44, 3.57it/s]
1/1 [==============================] - 0s 216ms/step
5%|▍ | 530/10770 [03:08<47:55, 3.56it/s]
1/1 [==============================] - 0s 207ms/step
5%|▍ | 531/10770 [03:08<47:19, 3.61it/s]
1/1 [==============================] - 0s 226ms/step
5%|▍ | 532/10770 [03:08<48:29, 3.52it/s]
1/1 [==============================] - 0s 211ms/step
5%|▍ | 533/10770 [03:09<48:06, 3.55it/s]
1/1 [==============================] - 0s 205ms/step
5%|▍ | 534/10770 [03:09<47:20, 3.60it/s]
1/1 [==============================] - 0s 209ms/step
5%|▍ | 535/10770 [03:09<47:17, 3.61it/s]
1/1 [==============================] - 0s 206ms/step
5%|▍ | 536/10770 [03:10<47:21, 3.60it/s]
1/1 [==============================] - 0s 218ms/step
5%|▍ | 537/10770 [03:10<52:25, 3.25it/s]
1/1 [==============================] - 0s 207ms/step
5%|▍ | 538/10770 [03:10<50:21, 3.39it/s]
1/1 [==============================] - 0s 225ms/step
5%|▌ | 539/10770 [03:11<49:55, 3.42it/s]
1/1 [==============================] - 0s 204ms/step
5%|▌ | 540/10770 [03:11<48:43, 3.50it/s]
1/1 [==============================] - 0s 207ms/step
5%|▌ | 541/10770 [03:11<48:23, 3.52it/s]
1/1 [==============================] - 0s 206ms/step
5%|▌ | 542/10770 [03:11<47:30, 3.59it/s]
1/1 [==============================] - 0s 218ms/step
5%|▌ | 543/10770 [03:12<48:30, 3.51it/s]
1/1 [==============================] - 0s 217ms/step
5%|▌ | 544/10770 [03:12<48:08, 3.54it/s]
1/1 [==============================] - 0s 226ms/step
5%|▌ | 545/10770 [03:12<48:32, 3.51it/s]
1/1 [==============================] - 0s 228ms/step
5%|▌ | 546/10770 [03:13<49:14, 3.46it/s]
1/1 [==============================] - 0s 319ms/step
5%|▌ | 547/10770 [03:13<54:04, 3.15it/s]
1/1 [==============================] - 0s 362ms/step
5%|▌ | 548/10770 [03:13<1:01:22, 2.78it/s]
1/1 [==============================] - 0s 373ms/step
5%|▌ | 549/10770 [03:14<1:06:47, 2.55it/s]
1/1 [==============================] - 0s 365ms/step
5%|▌ | 550/10770 [03:14<1:10:24, 2.42it/s]
1/1 [==============================] - 0s 350ms/step
5%|▌ | 551/10770 [03:15<1:26:59, 1.96it/s]
1/1 [==============================] - 0s 381ms/step
5%|▌ | 552/10770 [03:15<1:24:40, 2.01it/s]
1/1 [==============================] - 0s 381ms/step
5%|▌ | 553/10770 [03:16<1:24:01, 2.03it/s]
1/1 [==============================] - 0s 364ms/step
5%|▌ | 554/10770 [03:16<1:22:37, 2.06it/s]
1/1 [==============================] - 0s 309ms/step
5%|▌ | 555/10770 [03:17<1:18:43, 2.16it/s]
1/1 [==============================] - 0s 209ms/step
5%|▌ | 556/10770 [03:17<1:09:14, 2.46it/s]
1/1 [==============================] - 0s 217ms/step
5%|▌ | 557/10770 [03:17<1:02:52, 2.71it/s]
1/1 [==============================] - 0s 210ms/step
5%|▌ | 558/10770 [03:18<58:02, 2.93it/s]
1/1 [==============================] - 0s 218ms/step
5%|▌ | 559/10770 [03:18<55:25, 3.07it/s]
1/1 [==============================] - 0s 218ms/step
5%|▌ | 560/10770 [03:18<58:19, 2.92it/s]
1/1 [==============================] - 0s 210ms/step
5%|▌ | 561/10770 [03:19<54:24, 3.13it/s]
1/1 [==============================] - 0s 229ms/step
5%|▌ | 562/10770 [03:19<53:09, 3.20it/s]
1/1 [==============================] - 0s 205ms/step
5%|▌ | 563/10770 [03:19<50:48, 3.35it/s]
1/1 [==============================] - 0s 209ms/step
5%|▌ | 564/10770 [03:19<49:43, 3.42it/s]
1/1 [==============================] - 0s 207ms/step
5%|▌ | 565/10770 [03:20<48:48, 3.48it/s]
1/1 [==============================] - 0s 214ms/step
5%|▌ | 566/10770 [03:20<49:15, 3.45it/s]
1/1 [==============================] - 0s 210ms/step
5%|▌ | 567/10770 [03:20<48:16, 3.52it/s]
1/1 [==============================] - 0s 211ms/step
5%|▌ | 568/10770 [03:21<47:31, 3.58it/s]
1/1 [==============================] - 0s 227ms/step
5%|▌ | 569/10770 [03:21<48:01, 3.54it/s]
1/1 [==============================] - 0s 204ms/step
5%|▌ | 570/10770 [03:21<47:10, 3.60it/s]
1/1 [==============================] - 0s 211ms/step
5%|▌ | 571/10770 [03:21<47:00, 3.62it/s]
1/1 [==============================] - 0s 205ms/step
5%|▌ | 572/10770 [03:22<46:27, 3.66it/s]
1/1 [==============================] - 0s 226ms/step
5%|▌ | 573/10770 [03:22<46:51, 3.63it/s]
1/1 [==============================] - 0s 209ms/step
5%|▌ | 574/10770 [03:22<46:49, 3.63it/s]
1/1 [==============================] - 0s 211ms/step
5%|▌ | 575/10770 [03:23<47:25, 3.58it/s]
1/1 [==============================] - 0s 209ms/step
5%|▌ | 576/10770 [03:23<47:09, 3.60it/s]
1/1 [==============================] - 0s 253ms/step
5%|▌ | 577/10770 [03:23<53:01, 3.20it/s]
1/1 [==============================] - 0s 210ms/step
5%|▌ | 578/10770 [03:23<50:57, 3.33it/s]
1/1 [==============================] - 0s 206ms/step
5%|▌ | 579/10770 [03:24<49:16, 3.45it/s]
1/1 [==============================] - 0s 231ms/step
5%|▌ | 580/10770 [03:24<49:30, 3.43it/s]
1/1 [==============================] - 0s 215ms/step
5%|▌ | 581/10770 [03:24<49:02, 3.46it/s]
1/1 [==============================] - 0s 212ms/step
5%|▌ | 582/10770 [03:25<48:23, 3.51it/s]
1/1 [==============================] - 0s 215ms/step
5%|▌ | 583/10770 [03:25<47:49, 3.55it/s]
1/1 [==============================] - 0s 221ms/step
5%|▌ | 584/10770 [03:25<47:56, 3.54it/s]
1/1 [==============================] - 0s 209ms/step
5%|▌ | 585/10770 [03:25<47:06, 3.60it/s]
1/1 [==============================] - 0s 215ms/step
5%|▌ | 586/10770 [03:26<47:41, 3.56it/s]
1/1 [==============================] - 0s 220ms/step
5%|▌ | 587/10770 [03:26<47:47, 3.55it/s]
1/1 [==============================] - 0s 207ms/step
5%|▌ | 588/10770 [03:26<47:39, 3.56it/s]
1/1 [==============================] - 0s 212ms/step
5%|▌ | 589/10770 [03:27<47:30, 3.57it/s]
1/1 [==============================] - 0s 237ms/step
5%|▌ | 590/10770 [03:27<48:36, 3.49it/s]
1/1 [==============================] - 0s 371ms/step
5%|▌ | 591/10770 [03:27<57:58, 2.93it/s]
1/1 [==============================] - 0s 378ms/step
5%|▌ | 592/10770 [03:28<1:03:52, 2.66it/s]
1/1 [==============================] - 0s 383ms/step
6%|▌ | 593/10770 [03:28<1:08:35, 2.47it/s]
1/1 [==============================] - 0s 366ms/step
6%|▌ | 594/10770 [03:29<1:10:44, 2.40it/s]
1/1 [==============================] - 0s 362ms/step
6%|▌ | 595/10770 [03:29<1:26:30, 1.96it/s]
1/1 [==============================] - 0s 369ms/step
6%|▌ | 596/10770 [03:30<1:23:19, 2.03it/s]
1/1 [==============================] - 0s 385ms/step
6%|▌ | 597/10770 [03:31<1:37:51, 1.73it/s]
1/1 [==============================] - 0s 219ms/step
6%|▌ | 598/10770 [03:31<1:23:54, 2.02it/s]
1/1 [==============================] - 0s 215ms/step
6%|▌ | 599/10770 [03:31<1:12:57, 2.32it/s]
1/1 [==============================] - 0s 223ms/step
6%|▌ | 600/10770 [03:31<1:06:14, 2.56it/s]
1/1 [==============================] - 0s 203ms/step
6%|▌ | 601/10770 [03:32<59:58, 2.83it/s]
1/1 [==============================] - 0s 216ms/step
6%|▌ | 602/10770 [03:32<56:34, 3.00it/s]
1/1 [==============================] - 0s 225ms/step
6%|▌ | 603/10770 [03:32<53:52, 3.15it/s]
1/1 [==============================] - 0s 210ms/step
6%|▌ | 604/10770 [03:33<51:32, 3.29it/s]
1/1 [==============================] - 0s 212ms/step
6%|▌ | 605/10770 [03:33<49:57, 3.39it/s]
1/1 [==============================] - 0s 211ms/step
6%|▌ | 606/10770 [03:33<48:55, 3.46it/s]
1/1 [==============================] - 0s 226ms/step
6%|▌ | 607/10770 [03:34<53:38, 3.16it/s]
1/1 [==============================] - 0s 211ms/step
6%|▌ | 608/10770 [03:34<57:18, 2.96it/s]
1/1 [==============================] - 0s 215ms/step
6%|▌ | 609/10770 [03:34<54:10, 3.13it/s]
1/1 [==============================] - 0s 236ms/step
6%|▌ | 610/10770 [03:35<53:15, 3.18it/s]
1/1 [==============================] - 0s 208ms/step
6%|▌ | 611/10770 [03:35<51:12, 3.31it/s]
1/1 [==============================] - 0s 208ms/step
6%|▌ | 612/10770 [03:35<49:51, 3.40it/s]
1/1 [==============================] - 0s 204ms/step
6%|▌ | 613/10770 [03:35<48:30, 3.49it/s]
1/1 [==============================] - 0s 222ms/step
6%|▌ | 614/10770 [03:36<48:28, 3.49it/s]
1/1 [==============================] - 0s 213ms/step
6%|▌ | 615/10770 [03:36<47:52, 3.53it/s]
1/1 [==============================] - 0s 220ms/step
6%|▌ | 616/10770 [03:36<52:38, 3.21it/s]
1/1 [==============================] - 0s 231ms/step
6%|▌ | 617/10770 [03:37<51:46, 3.27it/s]
1/1 [==============================] - 0s 203ms/step
6%|▌ | 618/10770 [03:37<55:26, 3.05it/s]
1/1 [==============================] - 0s 209ms/step
6%|▌ | 619/10770 [03:37<52:58, 3.19it/s]
1/1 [==============================] - 0s 234ms/step
6%|▌ | 620/10770 [03:38<52:18, 3.23it/s]
1/1 [==============================] - 0s 211ms/step
6%|▌ | 621/10770 [03:38<50:27, 3.35it/s]
1/1 [==============================] - 0s 206ms/step
6%|▌ | 622/10770 [03:38<49:22, 3.43it/s]
1/1 [==============================] - 0s 208ms/step
6%|▌ | 623/10770 [03:38<53:45, 3.15it/s]
1/1 [==============================] - 0s 220ms/step
6%|▌ | 624/10770 [03:39<51:39, 3.27it/s]
1/1 [==============================] - 0s 213ms/step
6%|▌ | 625/10770 [03:39<50:02, 3.38it/s]
1/1 [==============================] - 0s 208ms/step
6%|▌ | 626/10770 [03:39<48:46, 3.47it/s]
1/1 [==============================] - 0s 214ms/step
6%|▌ | 627/10770 [03:40<53:22, 3.17it/s]
1/1 [==============================] - 0s 220ms/step
6%|▌ | 628/10770 [03:40<51:32, 3.28it/s]
1/1 [==============================] - 0s 211ms/step
6%|▌ | 629/10770 [03:40<49:40, 3.40it/s]
1/1 [==============================] - 0s 211ms/step
6%|▌ | 630/10770 [03:40<50:03, 3.38it/s]
1/1 [==============================] - 0s 259ms/step
6%|▌ | 631/10770 [03:41<51:21, 3.29it/s]
1/1 [==============================] - 0s 360ms/step
6%|▌ | 632/10770 [03:41<59:06, 2.86it/s]
1/1 [==============================] - 0s 369ms/step
6%|▌ | 633/10770 [03:42<1:18:16, 2.16it/s]
1/1 [==============================] - 0s 372ms/step
6%|▌ | 634/10770 [03:42<1:18:17, 2.16it/s]
1/1 [==============================] - 0s 381ms/step
6%|▌ | 635/10770 [03:43<1:32:13, 1.83it/s]
1/1 [==============================] - 0s 361ms/step
6%|▌ | 636/10770 [03:44<1:41:30, 1.66it/s]
1/1 [==============================] - 0s 359ms/step
6%|▌ | 637/10770 [03:44<1:33:08, 1.81it/s]
1/1 [==============================] - 0s 211ms/step
6%|▌ | 638/10770 [03:45<1:19:29, 2.12it/s]
1/1 [==============================] - 0s 225ms/step
6%|▌ | 639/10770 [03:45<1:09:54, 2.42it/s]
1/1 [==============================] - 0s 211ms/step
6%|▌ | 640/10770 [03:45<1:02:41, 2.69it/s]
1/1 [==============================] - 0s 224ms/step
6%|▌ | 641/10770 [03:46<59:55, 2.82it/s]
1/1 [==============================] - 0s 212ms/step
6%|▌ | 642/10770 [03:46<56:14, 3.00it/s]
1/1 [==============================] - 0s 210ms/step
6%|▌ | 643/10770 [03:46<54:03, 3.12it/s]
1/1 [==============================] - 0s 209ms/step
6%|▌ | 644/10770 [03:46<57:24, 2.94it/s]
1/1 [==============================] - 0s 212ms/step
6%|▌ | 645/10770 [03:47<54:10, 3.12it/s]
1/1 [==============================] - 0s 234ms/step
6%|▌ | 646/10770 [03:47<57:32, 2.93it/s]
1/1 [==============================] - 0s 212ms/step
6%|▌ | 647/10770 [03:47<54:10, 3.11it/s]
1/1 [==============================] - 0s 208ms/step
6%|▌ | 648/10770 [03:48<51:42, 3.26it/s]
1/1 [==============================] - 0s 227ms/step
6%|▌ | 649/10770 [03:48<51:00, 3.31it/s]
1/1 [==============================] - 0s 210ms/step
6%|▌ | 650/10770 [03:48<49:38, 3.40it/s]
1/1 [==============================] - 0s 210ms/step
6%|▌ | 651/10770 [03:49<48:34, 3.47it/s]
1/1 [==============================] - 0s 207ms/step
6%|▌ | 652/10770 [03:49<48:32, 3.47it/s]
1/1 [==============================] - 0s 217ms/step
6%|▌ | 653/10770 [03:49<48:51, 3.45it/s]
1/1 [==============================] - 0s 207ms/step
6%|▌ | 654/10770 [03:49<48:21, 3.49it/s]
1/1 [==============================] - 0s 210ms/step
6%|▌ | 655/10770 [03:50<47:21, 3.56it/s]
1/1 [==============================] - 0s 209ms/step
6%|▌ | 656/10770 [03:50<46:54, 3.59it/s]
1/1 [==============================] - 0s 208ms/step
6%|▌ | 657/10770 [03:50<46:52, 3.60it/s]
1/1 [==============================] - 0s 208ms/step
6%|▌ | 658/10770 [03:50<46:28, 3.63it/s]
1/1 [==============================] - 0s 205ms/step
6%|▌ | 659/10770 [03:51<51:28, 3.27it/s]
1/1 [==============================] - 0s 214ms/step
6%|▌ | 660/10770 [03:51<49:46, 3.38it/s]
1/1 [==============================] - 0s 208ms/step
6%|▌ | 661/10770 [03:51<48:35, 3.47it/s]
1/1 [==============================] - 0s 204ms/step
6%|▌ | 662/10770 [03:52<47:21, 3.56it/s]
1/1 [==============================] - 0s 215ms/step
6%|▌ | 663/10770 [03:52<47:52, 3.52it/s]
1/1 [==============================] - 0s 230ms/step
6%|▌ | 664/10770 [03:52<53:02, 3.18it/s]
1/1 [==============================] - 0s 218ms/step
6%|▌ | 665/10770 [03:53<51:00, 3.30it/s]
1/1 [==============================] - 0s 216ms/step
6%|▌ | 666/10770 [03:53<49:43, 3.39it/s]
1/1 [==============================] - 0s 262ms/step
6%|▌ | 667/10770 [03:53<51:08, 3.29it/s]
1/1 [==============================] - 0s 207ms/step
6%|▌ | 668/10770 [03:53<49:29, 3.40it/s]
1/1 [==============================] - 0s 207ms/step
6%|▌ | 669/10770 [03:54<48:09, 3.50it/s]
1/1 [==============================] - 0s 211ms/step
6%|▌ | 670/10770 [03:54<48:45, 3.45it/s]
1/1 [==============================] - 0s 215ms/step
6%|▌ | 671/10770 [03:54<48:39, 3.46it/s]
1/1 [==============================] - 0s 374ms/step
6%|▌ | 672/10770 [03:55<57:33, 2.92it/s]
1/1 [==============================] - 0s 364ms/step
6%|▌ | 673/10770 [03:56<1:18:05, 2.15it/s]
1/1 [==============================] - 0s 354ms/step
6%|▋ | 674/10770 [03:56<1:17:10, 2.18it/s]
1/1 [==============================] - 0s 381ms/step
6%|▋ | 675/10770 [03:56<1:18:52, 2.13it/s]
1/1 [==============================] - 0s 349ms/step
6%|▋ | 676/10770 [03:57<1:17:14, 2.18it/s]
1/1 [==============================] - 0s 369ms/step
6%|▋ | 677/10770 [03:57<1:17:44, 2.16it/s]
1/1 [==============================] - 0s 356ms/step
6%|▋ | 678/10770 [03:58<1:32:16, 1.82it/s]
1/1 [==============================] - 0s 218ms/step
6%|▋ | 679/10770 [03:58<1:19:50, 2.11it/s]
1/1 [==============================] - 0s 204ms/step
6%|▋ | 680/10770 [03:59<1:09:16, 2.43it/s]
1/1 [==============================] - 0s 208ms/step
6%|▋ | 681/10770 [03:59<1:02:09, 2.71it/s]
1/1 [==============================] - 0s 203ms/step
6%|▋ | 682/10770 [03:59<57:01, 2.95it/s]
1/1 [==============================] - 0s 221ms/step
6%|▋ | 683/10770 [04:00<54:05, 3.11it/s]
1/1 [==============================] - 0s 205ms/step
6%|▋ | 684/10770 [04:00<51:49, 3.24it/s]
1/1 [==============================] - 0s 205ms/step
6%|▋ | 685/10770 [04:00<50:20, 3.34it/s]
1/1 [==============================] - 0s 210ms/step
6%|▋ | 686/10770 [04:00<49:12, 3.42it/s]
1/1 [==============================] - 0s 219ms/step
6%|▋ | 687/10770 [04:01<48:29, 3.47it/s]
1/1 [==============================] - 0s 213ms/step
6%|▋ | 688/10770 [04:01<47:54, 3.51it/s]
1/1 [==============================] - 0s 207ms/step
6%|▋ | 689/10770 [04:01<47:10, 3.56it/s]
1/1 [==============================] - 0s 204ms/step
6%|▋ | 690/10770 [04:01<46:16, 3.63it/s]
1/1 [==============================] - 0s 208ms/step
6%|▋ | 691/10770 [04:02<46:47, 3.59it/s]
1/1 [==============================] - 0s 213ms/step
6%|▋ | 692/10770 [04:02<46:40, 3.60it/s]
1/1 [==============================] - 0s 206ms/step
6%|▋ | 693/10770 [04:02<46:48, 3.59it/s]
1/1 [==============================] - 0s 225ms/step
6%|▋ | 694/10770 [04:03<47:08, 3.56it/s]
1/1 [==============================] - 0s 210ms/step
6%|▋ | 695/10770 [04:03<46:43, 3.59it/s]
1/1 [==============================] - 0s 215ms/step
6%|▋ | 696/10770 [04:03<47:34, 3.53it/s]
1/1 [==============================] - 0s 211ms/step
6%|▋ | 697/10770 [04:03<47:08, 3.56it/s]
1/1 [==============================] - 0s 239ms/step
6%|▋ | 698/10770 [04:04<48:22, 3.47it/s]
1/1 [==============================] - 0s 219ms/step
6%|▋ | 699/10770 [04:04<48:34, 3.46it/s]
1/1 [==============================] - 0s 217ms/step
6%|▋ | 700/10770 [04:04<48:21, 3.47it/s]
1/1 [==============================] - 0s 207ms/step
7%|▋ | 701/10770 [04:05<47:53, 3.50it/s]
1/1 [==============================] - 0s 212ms/step
7%|▋ | 702/10770 [04:05<48:02, 3.49it/s]
1/1 [==============================] - 0s 205ms/step
7%|▋ | 703/10770 [04:05<47:18, 3.55it/s]
1/1 [==============================] - 0s 202ms/step
7%|▋ | 704/10770 [04:05<46:32, 3.60it/s]
1/1 [==============================] - 0s 222ms/step
7%|▋ | 705/10770 [04:06<47:00, 3.57it/s]
1/1 [==============================] - 0s 209ms/step
7%|▋ | 706/10770 [04:06<46:38, 3.60it/s]
1/1 [==============================] - 0s 207ms/step
7%|▋ | 707/10770 [04:06<46:43, 3.59it/s]
1/1 [==============================] - 0s 205ms/step
7%|▋ | 708/10770 [04:07<46:20, 3.62it/s]
1/1 [==============================] - 0s 230ms/step
7%|▋ | 709/10770 [04:07<47:56, 3.50it/s]
1/1 [==============================] - 0s 200ms/step
7%|▋ | 710/10770 [04:07<46:53, 3.58it/s]
1/1 [==============================] - 0s 212ms/step
7%|▋ | 711/10770 [04:07<46:49, 3.58it/s]
1/1 [==============================] - 0s 204ms/step
7%|▋ | 712/10770 [04:08<46:17, 3.62it/s]
1/1 [==============================] - 0s 227ms/step
7%|▋ | 713/10770 [04:08<47:08, 3.56it/s]
1/1 [==============================] - 0s 208ms/step
7%|▋ | 714/10770 [04:08<47:03, 3.56it/s]
1/1 [==============================] - 0s 351ms/step
7%|▋ | 715/10770 [04:09<1:09:59, 2.39it/s]
1/1 [==============================] - 0s 357ms/step
7%|▋ | 716/10770 [04:09<1:10:54, 2.36it/s]
1/1 [==============================] - 0s 363ms/step
7%|▋ | 717/10770 [04:10<1:11:53, 2.33it/s]
1/1 [==============================] - 0s 372ms/step
7%|▋ | 718/10770 [04:10<1:14:19, 2.25it/s]
1/1 [==============================] - 0s 371ms/step
7%|▋ | 719/10770 [04:11<1:15:47, 2.21it/s]
1/1 [==============================] - 0s 372ms/step
7%|▋ | 720/10770 [04:12<1:32:33, 1.81it/s]
1/1 [==============================] - 0s 350ms/step
7%|▋ | 721/10770 [04:12<1:26:33, 1.94it/s]
1/1 [==============================] - 0s 209ms/step
7%|▋ | 722/10770 [04:12<1:15:30, 2.22it/s]
1/1 [==============================] - 0s 199ms/step
7%|▋ | 723/10770 [04:13<1:06:01, 2.54it/s]
1/1 [==============================] - 0s 221ms/step
7%|▋ | 724/10770 [04:13<1:00:42, 2.76it/s]
1/1 [==============================] - 0s 224ms/step
7%|▋ | 725/10770 [04:13<57:14, 2.92it/s]
1/1 [==============================] - 0s 215ms/step
7%|▋ | 726/10770 [04:13<54:10, 3.09it/s]
1/1 [==============================] - 0s 206ms/step
7%|▋ | 727/10770 [04:14<51:36, 3.24it/s]
1/1 [==============================] - 0s 211ms/step
7%|▋ | 728/10770 [04:14<49:44, 3.36it/s]
1/1 [==============================] - 0s 218ms/step
7%|▋ | 729/10770 [04:14<49:47, 3.36it/s]
1/1 [==============================] - 0s 202ms/step
7%|▋ | 730/10770 [04:15<48:13, 3.47it/s]
1/1 [==============================] - 0s 214ms/step
7%|▋ | 731/10770 [04:15<47:37, 3.51it/s]
1/1 [==============================] - 0s 219ms/step
7%|▋ | 732/10770 [04:15<52:56, 3.16it/s]
1/1 [==============================] - 0s 205ms/step
7%|▋ | 733/10770 [04:15<50:33, 3.31it/s]
1/1 [==============================] - 0s 208ms/step
7%|▋ | 734/10770 [04:16<48:47, 3.43it/s]
1/1 [==============================] - 0s 207ms/step
7%|▋ | 735/10770 [04:16<47:39, 3.51it/s]
1/1 [==============================] - 0s 220ms/step
7%|▋ | 736/10770 [04:16<47:18, 3.54it/s]
1/1 [==============================] - 0s 209ms/step
7%|▋ | 737/10770 [04:17<46:57, 3.56it/s]
1/1 [==============================] - 0s 219ms/step
7%|▋ | 738/10770 [04:17<52:03, 3.21it/s]
1/1 [==============================] - 0s 221ms/step
7%|▋ | 739/10770 [04:17<50:17, 3.32it/s]
1/1 [==============================] - 0s 210ms/step
7%|▋ | 740/10770 [04:18<49:35, 3.37it/s]
1/1 [==============================] - 0s 216ms/step
7%|▋ | 741/10770 [04:18<48:43, 3.43it/s]
1/1 [==============================] - 0s 222ms/step
7%|▋ | 742/10770 [04:18<53:46, 3.11it/s]
1/1 [==============================] - 0s 214ms/step
7%|▋ | 743/10770 [04:18<51:38, 3.24it/s]
1/1 [==============================] - 0s 215ms/step
7%|▋ | 744/10770 [04:19<50:22, 3.32it/s]
1/1 [==============================] - 0s 221ms/step
7%|▋ | 745/10770 [04:19<49:36, 3.37it/s]
1/1 [==============================] - 0s 225ms/step
7%|▋ | 746/10770 [04:19<49:11, 3.40it/s]
1/1 [==============================] - 0s 206ms/step
7%|▋ | 747/10770 [04:20<47:45, 3.50it/s]
1/1 [==============================] - 0s 208ms/step
7%|▋ | 748/10770 [04:20<47:00, 3.55it/s]
1/1 [==============================] - 0s 202ms/step
7%|▋ | 749/10770 [04:20<46:55, 3.56it/s]
1/1 [==============================] - 0s 225ms/step
7%|▋ | 750/10770 [04:20<47:22, 3.53it/s]
1/1 [==============================] - 0s 215ms/step
7%|▋ | 751/10770 [04:21<48:03, 3.47it/s]
1/1 [==============================] - 0s 216ms/step
7%|▋ | 752/10770 [04:21<52:59, 3.15it/s]
1/1 [==============================] - 0s 222ms/step
7%|▋ | 753/10770 [04:21<51:04, 3.27it/s]
1/1 [==============================] - 0s 207ms/step
7%|▋ | 754/10770 [04:22<49:27, 3.38it/s]
1/1 [==============================] - 0s 210ms/step
7%|▋ | 755/10770 [04:22<48:19, 3.45it/s]
1/1 [==============================] - 0s 290ms/step
7%|▋ | 756/10770 [04:22<51:34, 3.24it/s]
1/1 [==============================] - 0s 381ms/step
7%|▋ | 757/10770 [04:23<1:13:58, 2.26it/s]
1/1 [==============================] - 0s 377ms/step
7%|▋ | 758/10770 [04:24<1:28:33, 1.88it/s]
1/1 [==============================] - 0s 372ms/step
7%|▋ | 759/10770 [04:25<1:38:55, 1.69it/s]
1/1 [==============================] - 0s 362ms/step
7%|▋ | 760/10770 [04:25<1:31:20, 1.83it/s]
1/1 [==============================] - 0s 359ms/step
7%|▋ | 761/10770 [04:26<1:41:05, 1.65it/s]
1/1 [==============================] - 0s 211ms/step
7%|▋ | 762/10770 [04:26<1:24:59, 1.96it/s]
1/1 [==============================] - 0s 205ms/step
7%|▋ | 763/10770 [04:26<1:12:45, 2.29it/s]
1/1 [==============================] - 0s 215ms/step
7%|▋ | 764/10770 [04:27<1:04:55, 2.57it/s]
1/1 [==============================] - 0s 201ms/step
7%|▋ | 765/10770 [04:27<58:22, 2.86it/s]
1/1 [==============================] - 0s 205ms/step
7%|▋ | 766/10770 [04:27<54:31, 3.06it/s]
1/1 [==============================] - 0s 198ms/step
7%|▋ | 767/10770 [04:27<50:59, 3.27it/s]
1/1 [==============================] - 0s 214ms/step
7%|▋ | 768/10770 [04:28<49:26, 3.37it/s]
1/1 [==============================] - 0s 209ms/step
7%|▋ | 769/10770 [04:28<48:07, 3.46it/s]
1/1 [==============================] - 0s 201ms/step
7%|▋ | 770/10770 [04:28<46:57, 3.55it/s]
1/1 [==============================] - 0s 210ms/step
7%|▋ | 771/10770 [04:28<46:07, 3.61it/s]
1/1 [==============================] - 0s 214ms/step
7%|▋ | 772/10770 [04:29<46:06, 3.61it/s]
1/1 [==============================] - 0s 219ms/step
7%|▋ | 773/10770 [04:29<46:56, 3.55it/s]
1/1 [==============================] - 0s 203ms/step
7%|▋ | 774/10770 [04:29<45:55, 3.63it/s]
1/1 [==============================] - 0s 207ms/step
7%|▋ | 775/10770 [04:29<45:35, 3.65it/s]
1/1 [==============================] - 0s 220ms/step
7%|▋ | 776/10770 [04:30<46:13, 3.60it/s]
1/1 [==============================] - 0s 203ms/step
7%|▋ | 777/10770 [04:30<51:21, 3.24it/s]
1/1 [==============================] - 0s 198ms/step
7%|▋ | 778/10770 [04:30<48:36, 3.43it/s]
1/1 [==============================] - 0s 212ms/step
7%|▋ | 779/10770 [04:31<47:51, 3.48it/s]
1/1 [==============================] - 0s 211ms/step
7%|▋ | 780/10770 [04:31<47:17, 3.52it/s]
1/1 [==============================] - 0s 202ms/step
7%|▋ | 781/10770 [04:31<46:32, 3.58it/s]
1/1 [==============================] - 0s 206ms/step
7%|▋ | 782/10770 [04:32<45:57, 3.62it/s]
1/1 [==============================] - 0s 219ms/step
7%|▋ | 783/10770 [04:32<46:28, 3.58it/s]
1/1 [==============================] - 0s 207ms/step
7%|▋ | 784/10770 [04:32<46:34, 3.57it/s]
1/1 [==============================] - 0s 203ms/step
7%|▋ | 785/10770 [04:32<46:05, 3.61it/s]
1/1 [==============================] - 0s 205ms/step
7%|▋ | 786/10770 [04:33<45:36, 3.65it/s]
1/1 [==============================] - 0s 223ms/step
7%|▋ | 787/10770 [04:33<46:18, 3.59it/s]
1/1 [==============================] - 0s 202ms/step
7%|▋ | 788/10770 [04:33<45:41, 3.64it/s]
1/1 [==============================] - 0s 206ms/step
7%|▋ | 789/10770 [04:33<45:48, 3.63it/s]
1/1 [==============================] - 0s 203ms/step
7%|▋ | 790/10770 [04:34<45:44, 3.64it/s]
1/1 [==============================] - 0s 212ms/step
7%|▋ | 791/10770 [04:34<46:42, 3.56it/s]
1/1 [==============================] - 0s 203ms/step
7%|▋ | 792/10770 [04:34<46:04, 3.61it/s]
1/1 [==============================] - 0s 201ms/step
7%|▋ | 793/10770 [04:35<45:29, 3.65it/s]
1/1 [==============================] - 0s 227ms/step
7%|▋ | 794/10770 [04:35<46:24, 3.58it/s]
1/1 [==============================] - 0s 199ms/step
7%|▋ | 795/10770 [04:35<46:03, 3.61it/s]
1/1 [==============================] - 0s 205ms/step
7%|▋ | 796/10770 [04:35<45:37, 3.64it/s]
1/1 [==============================] - 0s 217ms/step
7%|▋ | 797/10770 [04:36<45:59, 3.61it/s]
1/1 [==============================] - 0s 358ms/step
7%|▋ | 798/10770 [04:36<1:09:34, 2.39it/s]
1/1 [==============================] - 0s 364ms/step
7%|▋ | 799/10770 [04:37<1:11:05, 2.34it/s]
1/1 [==============================] - 0s 354ms/step
7%|▋ | 800/10770 [04:37<1:12:58, 2.28it/s]
1/1 [==============================] - 0s 366ms/step
7%|▋ | 801/10770 [04:38<1:27:50, 1.89it/s]
1/1 [==============================] - 0s 365ms/step
7%|▋ | 802/10770 [04:39<1:23:40, 1.99it/s]
1/1 [==============================] - 0s 384ms/step
7%|▋ | 803/10770 [04:39<1:23:05, 2.00it/s]
1/1 [==============================] - 0s 346ms/step
7%|▋ | 804/10770 [04:39<1:20:33, 2.06it/s]
1/1 [==============================] - 0s 198ms/step
7%|▋ | 805/10770 [04:40<1:10:21, 2.36it/s]
1/1 [==============================] - 0s 215ms/step
7%|▋ | 806/10770 [04:40<1:09:13, 2.40it/s]
1/1 [==============================] - 0s 204ms/step
7%|▋ | 807/10770 [04:40<1:01:38, 2.69it/s]
1/1 [==============================] - 0s 203ms/step
8%|▊ | 808/10770 [04:41<56:20, 2.95it/s]
1/1 [==============================] - 0s 213ms/step
8%|▊ | 809/10770 [04:41<53:12, 3.12it/s]
1/1 [==============================] - 0s 224ms/step
8%|▊ | 810/10770 [04:41<51:43, 3.21it/s]
1/1 [==============================] - 0s 201ms/step
8%|▊ | 811/10770 [04:41<49:19, 3.37it/s]
1/1 [==============================] - 0s 213ms/step
8%|▊ | 812/10770 [04:42<48:28, 3.42it/s]
1/1 [==============================] - 0s 206ms/step
8%|▊ | 813/10770 [04:42<48:04, 3.45it/s]
1/1 [==============================] - 0s 211ms/step
8%|▊ | 814/10770 [04:42<47:54, 3.46it/s]
1/1 [==============================] - 0s 205ms/step
8%|▊ | 815/10770 [04:43<46:42, 3.55it/s]
1/1 [==============================] - 0s 213ms/step
8%|▊ | 816/10770 [04:43<46:35, 3.56it/s]
1/1 [==============================] - 0s 224ms/step
8%|▊ | 817/10770 [04:43<47:16, 3.51it/s]
1/1 [==============================] - 0s 210ms/step
8%|▊ | 818/10770 [04:43<46:55, 3.53it/s]
1/1 [==============================] - 0s 208ms/step
8%|▊ | 819/10770 [04:44<46:26, 3.57it/s]
1/1 [==============================] - 0s 215ms/step
8%|▊ | 820/10770 [04:44<46:41, 3.55it/s]
1/1 [==============================] - 0s 227ms/step
8%|▊ | 821/10770 [04:44<47:18, 3.51it/s]
1/1 [==============================] - 0s 211ms/step
8%|▊ | 822/10770 [04:45<46:57, 3.53it/s]
1/1 [==============================] - 0s 216ms/step
8%|▊ | 823/10770 [04:45<46:39, 3.55it/s]
1/1 [==============================] - 0s 208ms/step
8%|▊ | 824/10770 [04:45<46:25, 3.57it/s]
1/1 [==============================] - 0s 226ms/step
8%|▊ | 825/10770 [04:45<47:36, 3.48it/s]
1/1 [==============================] - 0s 204ms/step
8%|▊ | 826/10770 [04:46<46:52, 3.54it/s]
1/1 [==============================] - 0s 214ms/step
8%|▊ | 827/10770 [04:46<46:49, 3.54it/s]
1/1 [==============================] - 0s 218ms/step
8%|▊ | 828/10770 [04:46<48:09, 3.44it/s]
1/1 [==============================] - 0s 203ms/step
8%|▊ | 829/10770 [04:47<47:14, 3.51it/s]
1/1 [==============================] - 0s 214ms/step
8%|▊ | 830/10770 [04:47<46:39, 3.55it/s]
1/1 [==============================] - 0s 210ms/step
8%|▊ | 831/10770 [04:47<51:57, 3.19it/s]
1/1 [==============================] - 0s 203ms/step
8%|▊ | 832/10770 [04:48<50:01, 3.31it/s]
1/1 [==============================] - 0s 205ms/step
8%|▊ | 833/10770 [04:48<48:07, 3.44it/s]
1/1 [==============================] - 0s 207ms/step
8%|▊ | 834/10770 [04:48<47:41, 3.47it/s]
1/1 [==============================] - 0s 236ms/step
8%|▊ | 835/10770 [04:48<48:54, 3.39it/s]
1/1 [==============================] - 0s 204ms/step
8%|▊ | 836/10770 [04:49<47:53, 3.46it/s]
1/1 [==============================] - 0s 210ms/step
8%|▊ | 837/10770 [04:49<47:05, 3.52it/s]
1/1 [==============================] - 0s 212ms/step
8%|▊ | 838/10770 [04:49<46:39, 3.55it/s]
1/1 [==============================] - 0s 225ms/step
8%|▊ | 839/10770 [04:50<47:42, 3.47it/s]
1/1 [==============================] - 0s 368ms/step
8%|▊ | 840/10770 [04:50<56:37, 2.92it/s]
1/1 [==============================] - 0s 361ms/step
8%|▊ | 841/10770 [04:50<1:02:02, 2.67it/s]
1/1 [==============================] - 0s 368ms/step
8%|▊ | 842/10770 [04:51<1:06:51, 2.48it/s]
1/1 [==============================] - 0s 355ms/step
8%|▊ | 843/10770 [04:51<1:08:23, 2.42it/s]
1/1 [==============================] - 0s 398ms/step
8%|▊ | 844/10770 [04:52<1:12:01, 2.30it/s]
1/1 [==============================] - 0s 369ms/step
8%|▊ | 845/10770 [04:52<1:12:39, 2.28it/s]
1/1 [==============================] - 0s 375ms/step
8%|▊ | 846/10770 [04:53<1:13:45, 2.24it/s]
1/1 [==============================] - 1s 648ms/step
8%|▊ | 847/10770 [04:53<1:28:53, 1.86it/s]
1/1 [==============================] - 1s 895ms/step
8%|▊ | 848/10770 [04:55<2:20:20, 1.18it/s]
1/1 [==============================] - 0s 487ms/step
8%|▊ | 849/10770 [04:56<2:19:00, 1.19it/s]
1/1 [==============================] - 0s 333ms/step
8%|▊ | 850/10770 [04:56<2:03:02, 1.34it/s]
1/1 [==============================] - 0s 201ms/step
8%|▊ | 851/10770 [04:57<1:39:16, 1.67it/s]
1/1 [==============================] - 0s 220ms/step
8%|▊ | 852/10770 [04:57<1:23:34, 1.98it/s]
1/1 [==============================] - 0s 201ms/step
8%|▊ | 853/10770 [04:57<1:11:45, 2.30it/s]
1/1 [==============================] - 0s 198ms/step
8%|▊ | 854/10770 [04:57<1:03:17, 2.61it/s]
1/1 [==============================] - 0s 196ms/step
8%|▊ | 855/10770 [04:58<57:21, 2.88it/s]
1/1 [==============================] - 0s 228ms/step
8%|▊ | 856/10770 [04:58<54:30, 3.03it/s]
1/1 [==============================] - 0s 201ms/step
8%|▊ | 857/10770 [04:58<51:18, 3.22it/s]
1/1 [==============================] - 0s 199ms/step
8%|▊ | 858/10770 [04:59<48:56, 3.38it/s]
1/1 [==============================] - 0s 203ms/step
8%|▊ | 859/10770 [04:59<47:40, 3.46it/s]
1/1 [==============================] - 0s 231ms/step
8%|▊ | 860/10770 [04:59<48:42, 3.39it/s]
1/1 [==============================] - 0s 210ms/step
8%|▊ | 861/10770 [04:59<48:23, 3.41it/s]
1/1 [==============================] - 0s 203ms/step
8%|▊ | 862/10770 [05:00<47:37, 3.47it/s]
1/1 [==============================] - 0s 233ms/step
8%|▊ | 863/10770 [05:00<48:07, 3.43it/s]
1/1 [==============================] - 0s 202ms/step
8%|▊ | 864/10770 [05:00<46:55, 3.52it/s]
1/1 [==============================] - 0s 204ms/step
8%|▊ | 865/10770 [05:01<46:21, 3.56it/s]
1/1 [==============================] - 0s 200ms/step
8%|▊ | 866/10770 [05:01<45:34, 3.62it/s]
1/1 [==============================] - 0s 218ms/step
8%|▊ | 867/10770 [05:01<46:50, 3.52it/s]
1/1 [==============================] - 0s 204ms/step
8%|▊ | 868/10770 [05:01<46:07, 3.58it/s]
1/1 [==============================] - 0s 195ms/step
8%|▊ | 869/10770 [05:02<45:05, 3.66it/s]
1/1 [==============================] - 0s 207ms/step
8%|▊ | 870/10770 [05:02<44:55, 3.67it/s]
1/1 [==============================] - 0s 223ms/step
8%|▊ | 871/10770 [05:02<45:50, 3.60it/s]
1/1 [==============================] - 0s 205ms/step
8%|▊ | 872/10770 [05:02<46:15, 3.57it/s]
1/1 [==============================] - 0s 204ms/step
8%|▊ | 873/10770 [05:03<45:44, 3.61it/s]
1/1 [==============================] - 0s 212ms/step
8%|▊ | 874/10770 [05:03<46:07, 3.58it/s]
1/1 [==============================] - 0s 213ms/step
8%|▊ | 875/10770 [05:03<46:46, 3.53it/s]
1/1 [==============================] - 0s 202ms/step
8%|▊ | 876/10770 [05:04<51:41, 3.19it/s]
1/1 [==============================] - 0s 207ms/step
8%|▊ | 877/10770 [05:04<49:24, 3.34it/s]
1/1 [==============================] - 0s 223ms/step
8%|▊ | 878/10770 [05:04<48:46, 3.38it/s]
1/1 [==============================] - 0s 202ms/step
8%|▊ | 879/10770 [05:05<47:51, 3.44it/s]
1/1 [==============================] - 0s 199ms/step
8%|▊ | 880/10770 [05:05<52:27, 3.14it/s]
1/1 [==============================] - 0s 345ms/step
8%|▊ | 881/10770 [05:05<56:41, 2.91it/s]
1/1 [==============================] - 0s 353ms/step
8%|▊ | 882/10770 [05:06<1:00:57, 2.70it/s]
1/1 [==============================] - 0s 365ms/step
8%|▊ | 883/10770 [05:06<1:07:00, 2.46it/s]
1/1 [==============================] - 0s 346ms/step
8%|▊ | 884/10770 [05:07<1:07:59, 2.42it/s]
1/1 [==============================] - 0s 349ms/step
8%|▊ | 885/10770 [05:07<1:09:08, 2.38it/s]
1/1 [==============================] - 0s 373ms/step
8%|▊ | 886/10770 [05:08<1:11:18, 2.31it/s]
1/1 [==============================] - 0s 362ms/step
8%|▊ | 887/10770 [05:08<1:11:41, 2.30it/s]
1/1 [==============================] - 0s 365ms/step
8%|▊ | 888/10770 [05:09<1:13:30, 2.24it/s]
1/1 [==============================] - 0s 377ms/step
8%|▊ | 889/10770 [05:09<1:14:48, 2.20it/s]
1/1 [==============================] - 0s 349ms/step
8%|▊ | 890/10770 [05:10<1:29:45, 1.83it/s]
1/1 [==============================] - 0s 219ms/step
8%|▊ | 891/10770 [05:10<1:16:32, 2.15it/s]
1/1 [==============================] - 0s 202ms/step
8%|▊ | 892/10770 [05:10<1:06:40, 2.47it/s]
1/1 [==============================] - 0s 217ms/step
8%|▊ | 893/10770 [05:11<1:00:39, 2.71it/s]
1/1 [==============================] - 0s 207ms/step
8%|▊ | 894/10770 [05:11<56:31, 2.91it/s]
1/1 [==============================] - 0s 201ms/step
8%|▊ | 895/10770 [05:11<52:51, 3.11it/s]
1/1 [==============================] - 0s 202ms/step
8%|▊ | 896/10770 [05:11<50:23, 3.27it/s]
1/1 [==============================] - 0s 221ms/step
8%|▊ | 897/10770 [05:12<49:29, 3.32it/s]
1/1 [==============================] - 0s 212ms/step
8%|▊ | 898/10770 [05:12<48:02, 3.42it/s]
1/1 [==============================] - 0s 213ms/step
8%|▊ | 899/10770 [05:12<47:26, 3.47it/s]
1/1 [==============================] - 0s 200ms/step
8%|▊ | 900/10770 [05:12<46:20, 3.55it/s]
1/1 [==============================] - 0s 202ms/step
8%|▊ | 901/10770 [05:13<46:13, 3.56it/s]
1/1 [==============================] - 0s 207ms/step
8%|▊ | 902/10770 [05:13<46:22, 3.55it/s]
1/1 [==============================] - 0s 212ms/step
8%|▊ | 903/10770 [05:13<46:18, 3.55it/s]
1/1 [==============================] - 0s 221ms/step
8%|▊ | 904/10770 [05:14<46:35, 3.53it/s]
1/1 [==============================] - 0s 212ms/step
8%|▊ | 905/10770 [05:14<46:39, 3.52it/s]
1/1 [==============================] - 0s 205ms/step
8%|▊ | 906/10770 [05:14<46:45, 3.52it/s]
1/1 [==============================] - 0s 202ms/step
8%|▊ | 907/10770 [05:14<46:07, 3.56it/s]
1/1 [==============================] - 0s 219ms/step
8%|▊ | 908/10770 [05:15<46:31, 3.53it/s]
1/1 [==============================] - 0s 215ms/step
8%|▊ | 909/10770 [05:15<46:25, 3.54it/s]
1/1 [==============================] - 0s 210ms/step
8%|▊ | 910/10770 [05:15<46:08, 3.56it/s]
1/1 [==============================] - 0s 205ms/step
8%|▊ | 911/10770 [05:16<45:35, 3.60it/s]
1/1 [==============================] - 0s 213ms/step
8%|▊ | 912/10770 [05:16<46:06, 3.56it/s]
1/1 [==============================] - 0s 208ms/step
8%|▊ | 913/10770 [05:16<45:55, 3.58it/s]
1/1 [==============================] - 0s 204ms/step
8%|▊ | 914/10770 [05:16<45:44, 3.59it/s]
1/1 [==============================] - 0s 221ms/step
8%|▊ | 915/10770 [05:17<46:00, 3.57it/s]
1/1 [==============================] - 0s 224ms/step
9%|▊ | 916/10770 [05:17<47:25, 3.46it/s]
1/1 [==============================] - 0s 207ms/step
9%|▊ | 917/10770 [05:17<46:48, 3.51it/s]
1/1 [==============================] - 0s 204ms/step
9%|▊ | 918/10770 [05:18<46:16, 3.55it/s]
1/1 [==============================] - 0s 225ms/step
9%|▊ | 919/10770 [05:18<46:38, 3.52it/s]
1/1 [==============================] - 0s 205ms/step
9%|▊ | 920/10770 [05:18<46:01, 3.57it/s]
1/1 [==============================] - 0s 205ms/step
9%|▊ | 921/10770 [05:18<45:17, 3.62it/s]
1/1 [==============================] - 0s 198ms/step
9%|▊ | 922/10770 [05:19<44:32, 3.69it/s]
1/1 [==============================] - 0s 225ms/step
9%|▊ | 923/10770 [05:19<45:30, 3.61it/s]
1/1 [==============================] - 0s 201ms/step
9%|▊ | 924/10770 [05:19<44:54, 3.65it/s]
1/1 [==============================] - 0s 199ms/step
9%|▊ | 925/10770 [05:19<44:46, 3.66it/s]
1/1 [==============================] - 0s 355ms/step
9%|▊ | 926/10770 [05:20<1:07:50, 2.42it/s]
1/1 [==============================] - 0s 368ms/step
9%|▊ | 927/10770 [05:21<1:24:01, 1.95it/s]
1/1 [==============================] - 0s 368ms/step
9%|▊ | 928/10770 [05:22<1:34:49, 1.73it/s]
1/1 [==============================] - 0s 383ms/step
9%|▊ | 929/10770 [05:22<1:42:06, 1.61it/s]
1/1 [==============================] - 0s 369ms/step
9%|▊ | 930/10770 [05:23<1:47:55, 1.52it/s]
1/1 [==============================] - 0s 201ms/step
9%|▊ | 931/10770 [05:23<1:28:19, 1.86it/s]
1/1 [==============================] - 0s 233ms/step
9%|▊ | 932/10770 [05:24<1:16:30, 2.14it/s]
1/1 [==============================] - 0s 222ms/step
9%|▊ | 933/10770 [05:24<1:07:48, 2.42it/s]
1/1 [==============================] - 0s 210ms/step
9%|▊ | 934/10770 [05:24<1:01:05, 2.68it/s]
1/1 [==============================] - 0s 211ms/step
9%|▊ | 935/10770 [05:25<56:52, 2.88it/s]
1/1 [==============================] - 0s 206ms/step
9%|▊ | 936/10770 [05:25<52:54, 3.10it/s]
1/1 [==============================] - 0s 214ms/step
9%|▊ | 937/10770 [05:25<50:56, 3.22it/s]
1/1 [==============================] - 0s 206ms/step
9%|▊ | 938/10770 [05:25<49:40, 3.30it/s]
1/1 [==============================] - 0s 200ms/step
9%|▊ | 939/10770 [05:26<48:02, 3.41it/s]
1/1 [==============================] - 0s 202ms/step
9%|▊ | 940/10770 [05:26<46:30, 3.52it/s]
1/1 [==============================] - 0s 215ms/step
9%|▊ | 941/10770 [05:26<46:42, 3.51it/s]
1/1 [==============================] - 0s 204ms/step
9%|▊ | 942/10770 [05:27<46:08, 3.55it/s]
1/1 [==============================] - 0s 205ms/step
9%|▉ | 943/10770 [05:27<45:34, 3.59it/s]
1/1 [==============================] - 0s 205ms/step
9%|▉ | 944/10770 [05:27<45:32, 3.60it/s]
1/1 [==============================] - 0s 206ms/step
9%|▉ | 945/10770 [05:27<46:41, 3.51it/s]
1/1 [==============================] - 0s 200ms/step
9%|▉ | 946/10770 [05:28<45:46, 3.58it/s]
1/1 [==============================] - 0s 203ms/step
9%|▉ | 947/10770 [05:28<45:11, 3.62it/s]
1/1 [==============================] - 0s 222ms/step
9%|▉ | 948/10770 [05:28<45:53, 3.57it/s]
1/1 [==============================] - 0s 203ms/step
9%|▉ | 949/10770 [05:28<46:12, 3.54it/s]
1/1 [==============================] - 0s 200ms/step
9%|▉ | 950/10770 [05:29<45:33, 3.59it/s]
1/1 [==============================] - 0s 212ms/step
9%|▉ | 951/10770 [05:29<45:45, 3.58it/s]
1/1 [==============================] - 0s 226ms/step
9%|▉ | 952/10770 [05:29<46:11, 3.54it/s]
1/1 [==============================] - 0s 198ms/step
9%|▉ | 953/10770 [05:30<45:28, 3.60it/s]
1/1 [==============================] - 0s 204ms/step
9%|▉ | 954/10770 [05:30<44:57, 3.64it/s]
1/1 [==============================] - 0s 204ms/step
9%|▉ | 955/10770 [05:30<44:40, 3.66it/s]
1/1 [==============================] - 0s 217ms/step
9%|▉ | 956/10770 [05:30<45:13, 3.62it/s]
1/1 [==============================] - 0s 197ms/step
9%|▉ | 957/10770 [05:31<44:16, 3.69it/s]
1/1 [==============================] - 0s 215ms/step
9%|▉ | 958/10770 [05:31<44:50, 3.65it/s]
1/1 [==============================] - 0s 197ms/step
9%|▉ | 959/10770 [05:31<44:32, 3.67it/s]
1/1 [==============================] - 0s 200ms/step
9%|▉ | 960/10770 [05:31<45:31, 3.59it/s]
1/1 [==============================] - 0s 195ms/step
9%|▉ | 961/10770 [05:32<44:52, 3.64it/s]
1/1 [==============================] - 0s 205ms/step
9%|▉ | 962/10770 [05:32<44:48, 3.65it/s]
1/1 [==============================] - 0s 217ms/step
9%|▉ | 963/10770 [05:32<45:17, 3.61it/s]
1/1 [==============================] - 0s 199ms/step
9%|▉ | 964/10770 [05:33<44:32, 3.67it/s]
1/1 [==============================] - 0s 204ms/step
9%|▉ | 965/10770 [05:33<44:27, 3.68it/s]
1/1 [==============================] - 0s 321ms/step
9%|▉ | 966/10770 [05:33<49:42, 3.29it/s]
1/1 [==============================] - 0s 366ms/step
9%|▉ | 967/10770 [05:34<1:13:07, 2.23it/s]
1/1 [==============================] - 0s 353ms/step
9%|▉ | 968/10770 [05:35<1:27:17, 1.87it/s]
1/1 [==============================] - 0s 358ms/step
9%|▉ | 969/10770 [05:35<1:23:29, 1.96it/s]
1/1 [==============================] - 0s 372ms/step
9%|▉ | 970/10770 [05:36<1:21:22, 2.01it/s]
1/1 [==============================] - 0s 369ms/step
9%|▉ | 971/10770 [05:36<1:34:24, 1.73it/s]
1/1 [==============================] - 0s 233ms/step
9%|▉ | 972/10770 [05:37<1:21:48, 2.00it/s]
1/1 [==============================] - 0s 210ms/step
9%|▉ | 973/10770 [05:37<1:11:04, 2.30it/s]
1/1 [==============================] - 0s 202ms/step
9%|▉ | 974/10770 [05:37<1:02:47, 2.60it/s]
1/1 [==============================] - 0s 223ms/step
9%|▉ | 975/10770 [05:38<58:02, 2.81it/s]
1/1 [==============================] - 0s 204ms/step
9%|▉ | 976/10770 [05:38<53:45, 3.04it/s]
1/1 [==============================] - 0s 200ms/step
9%|▉ | 977/10770 [05:38<50:36, 3.23it/s]
1/1 [==============================] - 0s 210ms/step
9%|▉ | 978/10770 [05:38<48:51, 3.34it/s]
1/1 [==============================] - 0s 213ms/step
9%|▉ | 979/10770 [05:39<47:53, 3.41it/s]
1/1 [==============================] - 0s 204ms/step
9%|▉ | 980/10770 [05:39<46:38, 3.50it/s]
1/1 [==============================] - 0s 204ms/step
9%|▉ | 981/10770 [05:39<45:51, 3.56it/s]
1/1 [==============================] - 0s 209ms/step
9%|▉ | 982/10770 [05:40<45:50, 3.56it/s]
1/1 [==============================] - 0s 267ms/step
9%|▉ | 983/10770 [05:40<48:44, 3.35it/s]
1/1 [==============================] - 0s 215ms/step
9%|▉ | 984/10770 [05:40<48:38, 3.35it/s]
1/1 [==============================] - 0s 214ms/step
9%|▉ | 985/10770 [05:40<47:52, 3.41it/s]
1/1 [==============================] - 0s 221ms/step
9%|▉ | 986/10770 [05:41<47:46, 3.41it/s]
1/1 [==============================] - 0s 211ms/step
9%|▉ | 987/10770 [05:41<46:58, 3.47it/s]
1/1 [==============================] - 0s 231ms/step
9%|▉ | 988/10770 [05:41<47:50, 3.41it/s]
1/1 [==============================] - 0s 202ms/step
9%|▉ | 989/10770 [05:42<47:25, 3.44it/s]
1/1 [==============================] - 0s 233ms/step
9%|▉ | 990/10770 [05:42<47:46, 3.41it/s]
1/1 [==============================] - 0s 205ms/step
9%|▉ | 991/10770 [05:42<46:39, 3.49it/s]
1/1 [==============================] - 0s 200ms/step
9%|▉ | 992/10770 [05:42<45:53, 3.55it/s]
1/1 [==============================] - 0s 201ms/step
9%|▉ | 993/10770 [05:43<45:49, 3.56it/s]
1/1 [==============================] - 0s 209ms/step
9%|▉ | 994/10770 [05:43<46:20, 3.52it/s]
1/1 [==============================] - 0s 204ms/step
9%|▉ | 995/10770 [05:43<45:52, 3.55it/s]
1/1 [==============================] - 0s 205ms/step
9%|▉ | 996/10770 [05:44<45:24, 3.59it/s]
1/1 [==============================] - 0s 224ms/step
9%|▉ | 997/10770 [05:44<50:20, 3.24it/s]
1/1 [==============================] - 0s 206ms/step
9%|▉ | 998/10770 [05:44<48:10, 3.38it/s]
1/1 [==============================] - 0s 203ms/step
9%|▉ | 999/10770 [05:44<47:16, 3.44it/s]
1/1 [==============================] - 0s 202ms/step
9%|▉ | 1000/10770 [05:45<46:15, 3.52it/s]
1/1 [==============================] - 0s 217ms/step
9%|▉ | 1001/10770 [05:45<46:11, 3.52it/s]
1/1 [==============================] - 0s 203ms/step
9%|▉ | 1002/10770 [05:45<45:26, 3.58it/s]
1/1 [==============================] - 0s 201ms/step
9%|▉ | 1003/10770 [05:46<45:39, 3.56it/s]
1/1 [==============================] - 0s 216ms/step
9%|▉ | 1004/10770 [05:46<51:12, 3.18it/s]
1/1 [==============================] - 0s 209ms/step
9%|▉ | 1005/10770 [05:46<49:13, 3.31it/s]
1/1 [==============================] - 0s 207ms/step
9%|▉ | 1006/10770 [05:47<48:05, 3.38it/s]
1/1 [==============================] - 0s 345ms/step
9%|▉ | 1007/10770 [05:47<53:42, 3.03it/s]
1/1 [==============================] - 0s 377ms/step
9%|▉ | 1008/10770 [05:47<59:55, 2.72it/s]
1/1 [==============================] - 0s 368ms/step
9%|▉ | 1009/10770 [05:48<1:04:56, 2.50it/s]
1/1 [==============================] - 0s 361ms/step
9%|▉ | 1010/10770 [05:48<1:07:36, 2.41it/s]
1/1 [==============================] - 0s 350ms/step
9%|▉ | 1011/10770 [05:49<1:09:16, 2.35it/s]
1/1 [==============================] - 0s 375ms/step
9%|▉ | 1012/10770 [05:49<1:24:06, 1.93it/s]
1/1 [==============================] - 0s 355ms/step
9%|▉ | 1013/10770 [05:50<1:20:09, 2.03it/s]
1/1 [==============================] - 0s 363ms/step
9%|▉ | 1014/10770 [05:50<1:18:44, 2.06it/s]
1/1 [==============================] - 0s 346ms/step
9%|▉ | 1015/10770 [05:51<1:17:42, 2.09it/s]
1/1 [==============================] - 0s 202ms/step
9%|▉ | 1016/10770 [05:51<1:08:40, 2.37it/s]
1/1 [==============================] - 0s 207ms/step
9%|▉ | 1017/10770 [05:51<1:01:37, 2.64it/s]
1/1 [==============================] - 0s 200ms/step
9%|▉ | 1018/10770 [05:52<56:24, 2.88it/s]
1/1 [==============================] - 0s 209ms/step
9%|▉ | 1019/10770 [05:52<52:57, 3.07it/s]
1/1 [==============================] - 0s 231ms/step
9%|▉ | 1020/10770 [05:52<51:47, 3.14it/s]
1/1 [==============================] - 0s 202ms/step
9%|▉ | 1021/10770 [05:53<49:21, 3.29it/s]
1/1 [==============================] - 0s 202ms/step
9%|▉ | 1022/10770 [05:53<48:14, 3.37it/s]
1/1 [==============================] - 0s 203ms/step
9%|▉ | 1023/10770 [05:53<47:00, 3.46it/s]
1/1 [==============================] - 0s 217ms/step
10%|▉ | 1024/10770 [05:53<46:51, 3.47it/s]
1/1 [==============================] - 0s 199ms/step
10%|▉ | 1025/10770 [05:54<46:00, 3.53it/s]
1/1 [==============================] - 0s 227ms/step
10%|▉ | 1026/10770 [05:54<47:44, 3.40it/s]
1/1 [==============================] - 0s 209ms/step
10%|▉ | 1027/10770 [05:54<46:45, 3.47it/s]
1/1 [==============================] - 0s 210ms/step
10%|▉ | 1028/10770 [05:55<46:47, 3.47it/s]
1/1 [==============================] - 0s 204ms/step
10%|▉ | 1029/10770 [05:55<45:51, 3.54it/s]
1/1 [==============================] - 0s 209ms/step
10%|▉ | 1030/10770 [05:55<46:01, 3.53it/s]
1/1 [==============================] - 0s 217ms/step
10%|▉ | 1031/10770 [05:55<45:56, 3.53it/s]
1/1 [==============================] - 0s 208ms/step
10%|▉ | 1032/10770 [05:56<50:41, 3.20it/s]
1/1 [==============================] - 0s 210ms/step
10%|▉ | 1033/10770 [05:56<48:40, 3.33it/s]
1/1 [==============================] - 0s 196ms/step
10%|▉ | 1034/10770 [05:56<46:43, 3.47it/s]
1/1 [==============================] - 0s 222ms/step
10%|▉ | 1035/10770 [05:57<46:41, 3.47it/s]
1/1 [==============================] - 0s 205ms/step
10%|▉ | 1036/10770 [05:57<45:48, 3.54it/s]
1/1 [==============================] - 0s 211ms/step
10%|▉ | 1037/10770 [05:57<46:40, 3.47it/s]
1/1 [==============================] - 0s 221ms/step
10%|▉ | 1038/10770 [05:57<46:32, 3.48it/s]
1/1 [==============================] - 0s 205ms/step
10%|▉ | 1039/10770 [05:58<45:57, 3.53it/s]
1/1 [==============================] - 0s 211ms/step
10%|▉ | 1040/10770 [05:58<45:26, 3.57it/s]
1/1 [==============================] - 0s 208ms/step
10%|▉ | 1041/10770 [05:58<45:01, 3.60it/s]
1/1 [==============================] - 0s 225ms/step
10%|▉ | 1042/10770 [05:59<45:38, 3.55it/s]
1/1 [==============================] - 0s 199ms/step
10%|▉ | 1043/10770 [05:59<44:49, 3.62it/s]
1/1 [==============================] - 0s 207ms/step
10%|▉ | 1044/10770 [05:59<45:03, 3.60it/s]
1/1 [==============================] - 0s 202ms/step
10%|▉ | 1045/10770 [05:59<44:35, 3.63it/s]
1/1 [==============================] - 0s 219ms/step
10%|▉ | 1046/10770 [06:00<44:46, 3.62it/s]
1/1 [==============================] - 0s 215ms/step
10%|▉ | 1047/10770 [06:00<45:11, 3.59it/s]
1/1 [==============================] - 0s 214ms/step
10%|▉ | 1048/10770 [06:00<45:46, 3.54it/s]
1/1 [==============================] - 0s 208ms/step
10%|▉ | 1049/10770 [06:00<45:39, 3.55it/s]
1/1 [==============================] - 0s 205ms/step
10%|▉ | 1050/10770 [06:01<46:04, 3.52it/s]
1/1 [==============================] - 0s 294ms/step
10%|▉ | 1051/10770 [06:01<51:28, 3.15it/s]
1/1 [==============================] - 0s 379ms/step
10%|▉ | 1052/10770 [06:02<58:40, 2.76it/s]
1/1 [==============================] - 0s 371ms/step
10%|▉ | 1053/10770 [06:02<1:04:14, 2.52it/s]
1/1 [==============================] - 0s 357ms/step
10%|▉ | 1054/10770 [06:03<1:20:28, 2.01it/s]
1/1 [==============================] - 0s 372ms/step
10%|▉ | 1055/10770 [06:03<1:18:48, 2.05it/s]
1/1 [==============================] - 0s 376ms/step
10%|▉ | 1056/10770 [06:04<1:18:11, 2.07it/s]
1/1 [==============================] - 0s 353ms/step
10%|▉ | 1057/10770 [06:04<1:16:40, 2.11it/s]
1/1 [==============================] - 0s 356ms/step
10%|▉ | 1058/10770 [06:05<1:30:19, 1.79it/s]
1/1 [==============================] - 0s 211ms/step
10%|▉ | 1059/10770 [06:05<1:17:06, 2.10it/s]
1/1 [==============================] - 0s 204ms/step
10%|▉ | 1060/10770 [06:06<1:07:06, 2.41it/s]
1/1 [==============================] - 0s 221ms/step
10%|▉ | 1061/10770 [06:06<1:01:06, 2.65it/s]
1/1 [==============================] - 0s 200ms/step
10%|▉ | 1062/10770 [06:06<55:56, 2.89it/s]
1/1 [==============================] - 0s 205ms/step
10%|▉ | 1063/10770 [06:06<52:30, 3.08it/s]
1/1 [==============================] - 0s 204ms/step
10%|▉ | 1064/10770 [06:07<50:10, 3.22it/s]
1/1 [==============================] - 0s 226ms/step
10%|▉ | 1065/10770 [06:07<49:24, 3.27it/s]
1/1 [==============================] - 0s 210ms/step
10%|▉ | 1066/10770 [06:07<47:53, 3.38it/s]
1/1 [==============================] - 0s 205ms/step
10%|▉ | 1067/10770 [06:07<46:34, 3.47it/s]
1/1 [==============================] - 0s 208ms/step
10%|▉ | 1068/10770 [06:08<45:55, 3.52it/s]
1/1 [==============================] - 0s 214ms/step
10%|▉ | 1069/10770 [06:08<46:13, 3.50it/s]
1/1 [==============================] - 0s 202ms/step
10%|▉ | 1070/10770 [06:08<45:52, 3.52it/s]
1/1 [==============================] - 0s 208ms/step
10%|▉ | 1071/10770 [06:09<45:38, 3.54it/s]
1/1 [==============================] - 0s 227ms/step
10%|▉ | 1072/10770 [06:09<46:17, 3.49it/s]
1/1 [==============================] - 0s 205ms/step
10%|▉ | 1073/10770 [06:09<45:42, 3.54it/s]
1/1 [==============================] - 0s 205ms/step
10%|▉ | 1074/10770 [06:09<45:17, 3.57it/s]
1/1 [==============================] - 0s 200ms/step
10%|▉ | 1075/10770 [06:10<44:16, 3.65it/s]
1/1 [==============================] - 0s 220ms/step
10%|▉ | 1076/10770 [06:10<44:50, 3.60it/s]
1/1 [==============================] - 0s 200ms/step
10%|█ | 1077/10770 [06:10<44:07, 3.66it/s]
1/1 [==============================] - 0s 195ms/step
10%|█ | 1078/10770 [06:11<43:32, 3.71it/s]
1/1 [==============================] - 0s 200ms/step
10%|█ | 1079/10770 [06:11<43:18, 3.73it/s]
1/1 [==============================] - 0s 233ms/step
10%|█ | 1080/10770 [06:11<45:22, 3.56it/s]
1/1 [==============================] - 0s 201ms/step
10%|█ | 1081/10770 [06:11<45:21, 3.56it/s]
1/1 [==============================] - 0s 201ms/step
10%|█ | 1082/10770 [06:12<44:47, 3.60it/s]
1/1 [==============================] - 0s 207ms/step
10%|█ | 1083/10770 [06:12<44:42, 3.61it/s]
1/1 [==============================] - 0s 212ms/step
10%|█ | 1084/10770 [06:12<45:15, 3.57it/s]
1/1 [==============================] - 0s 204ms/step
10%|█ | 1085/10770 [06:12<44:30, 3.63it/s]
1/1 [==============================] - 0s 205ms/step
10%|█ | 1086/10770 [06:13<44:18, 3.64it/s]
1/1 [==============================] - 0s 217ms/step
10%|█ | 1087/10770 [06:13<45:21, 3.56it/s]
1/1 [==============================] - 0s 203ms/step
10%|█ | 1088/10770 [06:13<44:59, 3.59it/s]
1/1 [==============================] - 0s 198ms/step
10%|█ | 1089/10770 [06:14<44:28, 3.63it/s]
1/1 [==============================] - 0s 204ms/step
10%|█ | 1090/10770 [06:14<44:21, 3.64it/s]
1/1 [==============================] - 0s 215ms/step
10%|█ | 1091/10770 [06:14<44:38, 3.61it/s]
1/1 [==============================] - 0s 200ms/step
10%|█ | 1092/10770 [06:14<44:38, 3.61it/s]
1/1 [==============================] - 0s 205ms/step
10%|█ | 1093/10770 [06:15<44:17, 3.64it/s]
1/1 [==============================] - 0s 278ms/step
10%|█ | 1094/10770 [06:15<47:49, 3.37it/s]
1/1 [==============================] - 0s 348ms/step
10%|█ | 1095/10770 [06:15<55:13, 2.92it/s]
1/1 [==============================] - 0s 355ms/step
10%|█ | 1096/10770 [06:16<1:16:06, 2.12it/s]
1/1 [==============================] - 0s 343ms/step
10%|█ | 1097/10770 [06:17<1:13:58, 2.18it/s]
1/1 [==============================] - 0s 367ms/step
10%|█ | 1098/10770 [06:17<1:29:23, 1.80it/s]
1/1 [==============================] - 0s 369ms/step
10%|█ | 1099/10770 [06:18<1:37:41, 1.65it/s]
1/1 [==============================] - 0s 330ms/step
10%|█ | 1100/10770 [06:19<1:29:06, 1.81it/s]
1/1 [==============================] - 0s 200ms/step
10%|█ | 1101/10770 [06:19<1:15:33, 2.13it/s]
1/1 [==============================] - 0s 201ms/step
10%|█ | 1102/10770 [06:19<1:06:09, 2.44it/s]
1/1 [==============================] - 0s 218ms/step
10%|█ | 1103/10770 [06:19<1:00:44, 2.65it/s]
1/1 [==============================] - 0s 207ms/step
10%|█ | 1104/10770 [06:20<55:41, 2.89it/s]
1/1 [==============================] - 0s 206ms/step
10%|█ | 1105/10770 [06:20<52:13, 3.08it/s]
1/1 [==============================] - 0s 205ms/step
10%|█ | 1106/10770 [06:20<50:01, 3.22it/s]
1/1 [==============================] - 0s 206ms/step
10%|█ | 1107/10770 [06:21<48:58, 3.29it/s]
1/1 [==============================] - 0s 205ms/step
10%|█ | 1108/10770 [06:21<47:31, 3.39it/s]
1/1 [==============================] - 0s 200ms/step
10%|█ | 1109/10770 [06:21<46:00, 3.50it/s]
1/1 [==============================] - 0s 216ms/step
10%|█ | 1110/10770 [06:21<45:45, 3.52it/s]
1/1 [==============================] - 0s 199ms/step
10%|█ | 1111/10770 [06:22<45:15, 3.56it/s]
1/1 [==============================] - 0s 209ms/step
10%|█ | 1112/10770 [06:22<45:04, 3.57it/s]
1/1 [==============================] - 0s 203ms/step
10%|█ | 1113/10770 [06:22<44:29, 3.62it/s]
1/1 [==============================] - 0s 218ms/step
10%|█ | 1114/10770 [06:23<45:24, 3.54it/s]
1/1 [==============================] - 0s 203ms/step
10%|█ | 1115/10770 [06:23<45:10, 3.56it/s]
1/1 [==============================] - 0s 201ms/step
10%|█ | 1116/10770 [06:23<44:39, 3.60it/s]
1/1 [==============================] - 0s 203ms/step
10%|█ | 1117/10770 [06:23<44:20, 3.63it/s]
1/1 [==============================] - 0s 225ms/step
10%|█ | 1118/10770 [06:24<44:57, 3.58it/s]
1/1 [==============================] - 0s 240ms/step
10%|█ | 1119/10770 [06:24<46:20, 3.47it/s]
1/1 [==============================] - 0s 199ms/step
10%|█ | 1120/10770 [06:24<45:11, 3.56it/s]
1/1 [==============================] - 0s 207ms/step
10%|█ | 1121/10770 [06:24<45:04, 3.57it/s]
1/1 [==============================] - 0s 200ms/step
10%|█ | 1122/10770 [06:25<45:00, 3.57it/s]
1/1 [==============================] - 0s 203ms/step
10%|█ | 1123/10770 [06:25<44:49, 3.59it/s]
1/1 [==============================] - 0s 202ms/step
10%|█ | 1124/10770 [06:25<44:16, 3.63it/s]
1/1 [==============================] - 0s 216ms/step
10%|█ | 1125/10770 [06:26<45:10, 3.56it/s]
1/1 [==============================] - 0s 208ms/step
10%|█ | 1126/10770 [06:26<45:06, 3.56it/s]
1/1 [==============================] - 0s 199ms/step
10%|█ | 1127/10770 [06:26<44:25, 3.62it/s]
1/1 [==============================] - 0s 195ms/step
10%|█ | 1128/10770 [06:26<44:06, 3.64it/s]
1/1 [==============================] - 0s 212ms/step
10%|█ | 1129/10770 [06:27<44:13, 3.63it/s]
1/1 [==============================] - 0s 204ms/step
10%|█ | 1130/10770 [06:27<43:50, 3.67it/s]
1/1 [==============================] - 0s 202ms/step
11%|█ | 1131/10770 [06:27<43:41, 3.68it/s]
1/1 [==============================] - 0s 203ms/step
11%|█ | 1132/10770 [06:28<43:38, 3.68it/s]
1/1 [==============================] - 0s 229ms/step
11%|█ | 1133/10770 [06:28<44:50, 3.58it/s]
1/1 [==============================] - 0s 205ms/step
11%|█ | 1134/10770 [06:28<45:14, 3.55it/s]
1/1 [==============================] - 0s 201ms/step
11%|█ | 1135/10770 [06:28<44:39, 3.60it/s]
1/1 [==============================] - 0s 226ms/step
11%|█ | 1136/10770 [06:29<50:14, 3.20it/s]
1/1 [==============================] - 0s 357ms/step
11%|█ | 1137/10770 [06:29<56:23, 2.85it/s]
1/1 [==============================] - 0s 347ms/step
11%|█ | 1138/10770 [06:30<1:00:22, 2.66it/s]
1/1 [==============================] - 0s 378ms/step
11%|█ | 1139/10770 [06:30<1:05:36, 2.45it/s]
1/1 [==============================] - 0s 354ms/step
11%|█ | 1140/10770 [06:31<1:07:01, 2.39it/s]
1/1 [==============================] - 0s 394ms/step
11%|█ | 1141/10770 [06:31<1:10:54, 2.26it/s]
1/1 [==============================] - 0s 378ms/step
11%|█ | 1142/10770 [06:32<1:12:06, 2.23it/s]
1/1 [==============================] - 0s 369ms/step
11%|█ | 1143/10770 [06:32<1:12:23, 2.22it/s]
1/1 [==============================] - 0s 373ms/step
11%|█ | 1144/10770 [06:32<1:13:46, 2.17it/s]
1/1 [==============================] - 0s 349ms/step
11%|█ | 1145/10770 [06:33<1:14:05, 2.17it/s]
1/1 [==============================] - 0s 244ms/step
11%|█ | 1146/10770 [06:33<1:08:21, 2.35it/s]
1/1 [==============================] - 0s 209ms/step
11%|█ | 1147/10770 [06:34<1:02:02, 2.59it/s]
1/1 [==============================] - 0s 218ms/step
11%|█ | 1148/10770 [06:34<57:16, 2.80it/s]
1/1 [==============================] - 0s 222ms/step
11%|█ | 1149/10770 [06:34<54:14, 2.96it/s]
1/1 [==============================] - 0s 207ms/step
11%|█ | 1150/10770 [06:34<51:12, 3.13it/s]
1/1 [==============================] - 0s 198ms/step
11%|█ | 1151/10770 [06:35<48:44, 3.29it/s]
1/1 [==============================] - 0s 209ms/step
11%|█ | 1152/10770 [06:35<47:18, 3.39it/s]
1/1 [==============================] - 0s 219ms/step
11%|█ | 1153/10770 [06:35<46:52, 3.42it/s]
1/1 [==============================] - 0s 202ms/step
11%|█ | 1154/10770 [06:36<45:44, 3.50it/s]
1/1 [==============================] - 0s 201ms/step
11%|█ | 1155/10770 [06:36<44:41, 3.59it/s]
1/1 [==============================] - 0s 200ms/step
11%|█ | 1156/10770 [06:36<44:36, 3.59it/s]
1/1 [==============================] - 0s 200ms/step
11%|█ | 1157/10770 [06:36<44:28, 3.60it/s]
1/1 [==============================] - 0s 204ms/step
11%|█ | 1158/10770 [06:37<44:47, 3.58it/s]
1/1 [==============================] - 0s 214ms/step
11%|█ | 1159/10770 [06:37<44:57, 3.56it/s]
1/1 [==============================] - 0s 220ms/step
11%|█ | 1160/10770 [06:37<45:08, 3.55it/s]
1/1 [==============================] - 0s 209ms/step
11%|█ | 1161/10770 [06:37<45:28, 3.52it/s]
1/1 [==============================] - 0s 198ms/step
11%|█ | 1162/10770 [06:38<44:34, 3.59it/s]
1/1 [==============================] - 0s 218ms/step
11%|█ | 1163/10770 [06:38<44:45, 3.58it/s]
1/1 [==============================] - 0s 224ms/step
11%|█ | 1164/10770 [06:38<45:37, 3.51it/s]
1/1 [==============================] - 0s 207ms/step
11%|█ | 1165/10770 [06:39<45:08, 3.55it/s]
1/1 [==============================] - 0s 206ms/step
11%|█ | 1166/10770 [06:39<44:48, 3.57it/s]
1/1 [==============================] - 0s 203ms/step
11%|█ | 1167/10770 [06:39<44:28, 3.60it/s]
1/1 [==============================] - 0s 203ms/step
11%|█ | 1168/10770 [06:39<44:48, 3.57it/s]
1/1 [==============================] - 0s 200ms/step
11%|█ | 1169/10770 [06:40<44:41, 3.58it/s]
1/1 [==============================] - 0s 211ms/step
11%|█ | 1170/10770 [06:40<44:40, 3.58it/s]
1/1 [==============================] - 0s 221ms/step
11%|█ | 1171/10770 [06:40<45:08, 3.54it/s]
1/1 [==============================] - 0s 203ms/step
11%|█ | 1172/10770 [06:41<44:48, 3.57it/s]
1/1 [==============================] - 0s 197ms/step
11%|█ | 1173/10770 [06:41<43:48, 3.65it/s]
1/1 [==============================] - 0s 202ms/step
11%|█ | 1174/10770 [06:41<44:12, 3.62it/s]
1/1 [==============================] - 0s 214ms/step
11%|█ | 1175/10770 [06:41<44:25, 3.60it/s]
1/1 [==============================] - 0s 199ms/step
11%|█ | 1176/10770 [06:42<43:47, 3.65it/s]
1/1 [==============================] - 0s 209ms/step
11%|█ | 1177/10770 [06:42<44:08, 3.62it/s]
1/1 [==============================] - 0s 215ms/step
11%|█ | 1178/10770 [06:42<44:34, 3.59it/s]
1/1 [==============================] - 0s 218ms/step
11%|█ | 1179/10770 [06:42<45:13, 3.53it/s]
1/1 [==============================] - 0s 202ms/step
11%|█ | 1180/10770 [06:43<45:10, 3.54it/s]
1/1 [==============================] - 0s 219ms/step
11%|█ | 1181/10770 [06:43<45:55, 3.48it/s]
1/1 [==============================] - 0s 356ms/step
11%|█ | 1182/10770 [06:44<53:09, 3.01it/s]
1/1 [==============================] - 0s 373ms/step
11%|█ | 1183/10770 [06:44<1:13:57, 2.16it/s]
1/1 [==============================] - 0s 366ms/step
11%|█ | 1184/10770 [06:45<1:12:59, 2.19it/s]
1/1 [==============================] - 0s 377ms/step
11%|█ | 1185/10770 [06:45<1:13:19, 2.18it/s]
1/1 [==============================] - 0s 379ms/step
11%|█ | 1186/10770 [06:46<1:14:37, 2.14it/s]
1/1 [==============================] - 0s 361ms/step
11%|█ | 1187/10770 [06:46<1:26:37, 1.84it/s]
1/1 [==============================] - 0s 358ms/step
11%|█ | 1188/10770 [06:47<1:35:34, 1.67it/s]
1/1 [==============================] - 0s 216ms/step
11%|█ | 1189/10770 [06:47<1:20:07, 1.99it/s]
1/1 [==============================] - 0s 219ms/step
11%|█ | 1190/10770 [06:48<1:10:07, 2.28it/s]
1/1 [==============================] - 0s 213ms/step
11%|█ | 1191/10770 [06:48<1:03:21, 2.52it/s]
1/1 [==============================] - 0s 213ms/step
11%|█ | 1192/10770 [06:48<57:51, 2.76it/s]
1/1 [==============================] - 0s 207ms/step
11%|█ | 1193/10770 [06:49<53:51, 2.96it/s]
1/1 [==============================] - 0s 218ms/step
11%|█ | 1194/10770 [06:49<51:24, 3.10it/s]
1/1 [==============================] - 0s 200ms/step
11%|█ | 1195/10770 [06:49<48:52, 3.26it/s]
1/1 [==============================] - 0s 204ms/step
11%|█ | 1196/10770 [06:49<47:05, 3.39it/s]
1/1 [==============================] - 0s 210ms/step
11%|█ | 1197/10770 [06:50<46:05, 3.46it/s]
1/1 [==============================] - 0s 209ms/step
11%|█ | 1198/10770 [06:50<46:09, 3.46it/s]
1/1 [==============================] - 0s 201ms/step
11%|█ | 1199/10770 [06:50<45:04, 3.54it/s]
1/1 [==============================] - 0s 200ms/step
11%|█ | 1200/10770 [06:50<44:27, 3.59it/s]
1/1 [==============================] - 0s 199ms/step
11%|█ | 1201/10770 [06:51<43:37, 3.66it/s]
1/1 [==============================] - 0s 215ms/step
11%|█ | 1202/10770 [06:51<45:11, 3.53it/s]
1/1 [==============================] - 0s 208ms/step
11%|█ | 1203/10770 [06:51<44:57, 3.55it/s]
1/1 [==============================] - 0s 206ms/step
11%|█ | 1204/10770 [06:52<44:29, 3.58it/s]
1/1 [==============================] - 0s 222ms/step
11%|█ | 1205/10770 [06:52<45:04, 3.54it/s]
1/1 [==============================] - 0s 199ms/step
11%|█ | 1206/10770 [06:52<44:33, 3.58it/s]
1/1 [==============================] - 0s 204ms/step
11%|█ | 1207/10770 [06:52<44:02, 3.62it/s]
1/1 [==============================] - 0s 196ms/step
11%|█ | 1208/10770 [06:53<43:35, 3.66it/s]
1/1 [==============================] - 0s 223ms/step
11%|█ | 1209/10770 [06:53<44:11, 3.61it/s]
1/1 [==============================] - 0s 200ms/step
11%|█ | 1210/10770 [06:53<43:45, 3.64it/s]
1/1 [==============================] - 0s 197ms/step
11%|█ | 1211/10770 [06:54<43:20, 3.68it/s]
1/1 [==============================] - 0s 198ms/step
11%|█▏ | 1212/10770 [06:54<42:45, 3.72it/s]
1/1 [==============================] - 0s 263ms/step
11%|█▏ | 1213/10770 [06:54<46:20, 3.44it/s]
1/1 [==============================] - 0s 204ms/step
11%|█▏ | 1214/10770 [06:54<45:39, 3.49it/s]
1/1 [==============================] - 0s 203ms/step
11%|█▏ | 1215/10770 [06:55<45:02, 3.54it/s]
1/1 [==============================] - 0s 229ms/step
11%|█▏ | 1216/10770 [06:55<46:11, 3.45it/s]
1/1 [==============================] - 0s 210ms/step
11%|█▏ | 1217/10770 [06:55<45:30, 3.50it/s]
1/1 [==============================] - 0s 199ms/step
11%|█▏ | 1218/10770 [06:56<45:25, 3.51it/s]
1/1 [==============================] - 0s 196ms/step
11%|█▏ | 1219/10770 [06:56<44:22, 3.59it/s]
1/1 [==============================] - 0s 216ms/step
11%|█▏ | 1220/10770 [06:56<44:47, 3.55it/s]
1/1 [==============================] - 0s 212ms/step
11%|█▏ | 1221/10770 [06:56<44:47, 3.55it/s]
1/1 [==============================] - 0s 202ms/step
11%|█▏ | 1222/10770 [06:57<43:57, 3.62it/s]
1/1 [==============================] - 0s 208ms/step
11%|█▏ | 1223/10770 [06:57<44:25, 3.58it/s]
1/1 [==============================] - 0s 317ms/step
11%|█▏ | 1224/10770 [06:57<51:00, 3.12it/s]
1/1 [==============================] - 0s 356ms/step
11%|█▏ | 1225/10770 [06:58<57:59, 2.74it/s]
1/1 [==============================] - 0s 367ms/step
11%|█▏ | 1226/10770 [06:58<1:03:18, 2.51it/s]
1/1 [==============================] - 0s 331ms/step
11%|█▏ | 1227/10770 [06:59<1:05:14, 2.44it/s]
1/1 [==============================] - 0s 366ms/step
11%|█▏ | 1228/10770 [06:59<1:08:08, 2.33it/s]
1/1 [==============================] - 0s 435ms/step
11%|█▏ | 1229/10770 [07:00<1:14:36, 2.13it/s]
1/1 [==============================] - 0s 371ms/step
11%|█▏ | 1230/10770 [07:00<1:14:39, 2.13it/s]
1/1 [==============================] - 0s 349ms/step
11%|█▏ | 1231/10770 [07:01<1:14:13, 2.14it/s]
1/1 [==============================] - 0s 359ms/step
11%|█▏ | 1232/10770 [07:01<1:28:09, 1.80it/s]
1/1 [==============================] - 0s 199ms/step
11%|█▏ | 1233/10770 [07:02<1:13:56, 2.15it/s]
1/1 [==============================] - 0s 207ms/step
11%|█▏ | 1234/10770 [07:02<1:04:56, 2.45it/s]
1/1 [==============================] - 0s 218ms/step
11%|█▏ | 1235/10770 [07:02<1:04:59, 2.45it/s]
1/1 [==============================] - 0s 202ms/step
11%|█▏ | 1236/10770 [07:03<58:08, 2.73it/s]
1/1 [==============================] - 0s 207ms/step
11%|█▏ | 1237/10770 [07:03<53:54, 2.95it/s]
1/1 [==============================] - 0s 207ms/step
11%|█▏ | 1238/10770 [07:03<50:57, 3.12it/s]
1/1 [==============================] - 0s 223ms/step
12%|█▏ | 1239/10770 [07:03<49:25, 3.21it/s]
1/1 [==============================] - 0s 198ms/step
12%|█▏ | 1240/10770 [07:04<47:14, 3.36it/s]
1/1 [==============================] - 0s 214ms/step
12%|█▏ | 1241/10770 [07:04<46:42, 3.40it/s]
1/1 [==============================] - 0s 201ms/step
12%|█▏ | 1242/10770 [07:04<45:59, 3.45it/s]
1/1 [==============================] - 0s 207ms/step
12%|█▏ | 1243/10770 [07:05<46:20, 3.43it/s]
1/1 [==============================] - 0s 203ms/step
12%|█▏ | 1244/10770 [07:05<45:13, 3.51it/s]
1/1 [==============================] - 0s 203ms/step
12%|█▏ | 1245/10770 [07:05<44:40, 3.55it/s]
1/1 [==============================] - 0s 220ms/step
12%|█▏ | 1246/10770 [07:05<45:41, 3.47it/s]
1/1 [==============================] - 0s 206ms/step
12%|█▏ | 1247/10770 [07:06<45:12, 3.51it/s]
1/1 [==============================] - 0s 214ms/step
12%|█▏ | 1248/10770 [07:06<45:12, 3.51it/s]
1/1 [==============================] - 0s 203ms/step
12%|█▏ | 1249/10770 [07:06<45:00, 3.53it/s]
1/1 [==============================] - 0s 219ms/step
12%|█▏ | 1250/10770 [07:07<45:22, 3.50it/s]
1/1 [==============================] - 0s 209ms/step
12%|█▏ | 1251/10770 [07:07<44:58, 3.53it/s]
1/1 [==============================] - 0s 203ms/step
12%|█▏ | 1252/10770 [07:07<49:45, 3.19it/s]
1/1 [==============================] - 0s 221ms/step
12%|█▏ | 1253/10770 [07:08<48:12, 3.29it/s]
1/1 [==============================] - 0s 197ms/step
12%|█▏ | 1254/10770 [07:08<46:09, 3.44it/s]
1/1 [==============================] - 0s 202ms/step
12%|█▏ | 1255/10770 [07:08<45:54, 3.45it/s]
1/1 [==============================] - 0s 203ms/step
12%|█▏ | 1256/10770 [07:08<45:06, 3.52it/s]
1/1 [==============================] - 0s 224ms/step
12%|█▏ | 1257/10770 [07:09<46:11, 3.43it/s]
1/1 [==============================] - 0s 211ms/step
12%|█▏ | 1258/10770 [07:09<50:53, 3.12it/s]
1/1 [==============================] - 0s 203ms/step
12%|█▏ | 1259/10770 [07:09<48:24, 3.28it/s]
1/1 [==============================] - 0s 219ms/step
12%|█▏ | 1260/10770 [07:10<47:50, 3.31it/s]
1/1 [==============================] - 0s 212ms/step
12%|█▏ | 1261/10770 [07:10<46:50, 3.38it/s]
1/1 [==============================] - 0s 201ms/step
12%|█▏ | 1262/10770 [07:10<45:31, 3.48it/s]
1/1 [==============================] - 0s 199ms/step
12%|█▏ | 1263/10770 [07:10<44:53, 3.53it/s]
1/1 [==============================] - 0s 213ms/step
12%|█▏ | 1264/10770 [07:11<44:55, 3.53it/s]
1/1 [==============================] - 0s 203ms/step
12%|█▏ | 1265/10770 [07:11<44:16, 3.58it/s]
1/1 [==============================] - 0s 203ms/step
12%|█▏ | 1266/10770 [07:11<43:55, 3.61it/s]
1/1 [==============================] - 0s 346ms/step
12%|█▏ | 1267/10770 [07:12<52:01, 3.04it/s]
1/1 [==============================] - 0s 377ms/step
12%|█▏ | 1268/10770 [07:12<59:35, 2.66it/s]
1/1 [==============================] - 0s 393ms/step
12%|█▏ | 1269/10770 [07:13<1:17:38, 2.04it/s]
1/1 [==============================] - 0s 356ms/step
12%|█▏ | 1270/10770 [07:13<1:14:52, 2.11it/s]
1/1 [==============================] - 0s 376ms/step
12%|█▏ | 1271/10770 [07:14<1:14:32, 2.12it/s]
1/1 [==============================] - 0s 360ms/step
12%|█▏ | 1272/10770 [07:15<1:27:27, 1.81it/s]
1/1 [==============================] - 0s 354ms/step
12%|█▏ | 1273/10770 [07:15<1:36:52, 1.63it/s]
1/1 [==============================] - 0s 200ms/step
12%|█▏ | 1274/10770 [07:16<1:20:09, 1.97it/s]
1/1 [==============================] - 0s 213ms/step
12%|█▏ | 1275/10770 [07:16<1:09:32, 2.28it/s]
1/1 [==============================] - 0s 210ms/step
12%|█▏ | 1276/10770 [07:16<1:02:16, 2.54it/s]
1/1 [==============================] - 0s 204ms/step
12%|█▏ | 1277/10770 [07:16<56:31, 2.80it/s]
1/1 [==============================] - 0s 199ms/step
12%|█▏ | 1278/10770 [07:17<52:13, 3.03it/s]
1/1 [==============================] - 0s 228ms/step
12%|█▏ | 1279/10770 [07:17<51:16, 3.09it/s]
1/1 [==============================] - 0s 209ms/step
12%|█▏ | 1280/10770 [07:17<49:09, 3.22it/s]
1/1 [==============================] - 0s 201ms/step
12%|█▏ | 1281/10770 [07:18<47:33, 3.33it/s]
1/1 [==============================] - 0s 207ms/step
12%|█▏ | 1282/10770 [07:18<46:27, 3.40it/s]
1/1 [==============================] - 0s 215ms/step
12%|█▏ | 1283/10770 [07:18<46:00, 3.44it/s]
1/1 [==============================] - 0s 197ms/step
12%|█▏ | 1284/10770 [07:18<44:51, 3.52it/s]
1/1 [==============================] - 0s 198ms/step
12%|█▏ | 1285/10770 [07:19<43:58, 3.60it/s]
1/1 [==============================] - 0s 209ms/step
12%|█▏ | 1286/10770 [07:19<43:55, 3.60it/s]
1/1 [==============================] - 0s 199ms/step
12%|█▏ | 1287/10770 [07:19<43:50, 3.61it/s]
1/1 [==============================] - 0s 207ms/step
12%|█▏ | 1288/10770 [07:20<44:00, 3.59it/s]
1/1 [==============================] - 0s 200ms/step
12%|█▏ | 1289/10770 [07:20<43:33, 3.63it/s]
1/1 [==============================] - 0s 222ms/step
12%|█▏ | 1290/10770 [07:20<45:14, 3.49it/s]
1/1 [==============================] - 0s 210ms/step
12%|█▏ | 1291/10770 [07:20<45:09, 3.50it/s]
1/1 [==============================] - 0s 200ms/step
12%|█▏ | 1292/10770 [07:21<44:24, 3.56it/s]
1/1 [==============================] - 0s 206ms/step
12%|█▏ | 1293/10770 [07:21<44:02, 3.59it/s]
1/1 [==============================] - 0s 224ms/step
12%|█▏ | 1294/10770 [07:21<44:42, 3.53it/s]
1/1 [==============================] - 0s 204ms/step
12%|█▏ | 1295/10770 [07:21<44:02, 3.59it/s]
1/1 [==============================] - 0s 200ms/step
12%|█▏ | 1296/10770 [07:22<43:27, 3.63it/s]
1/1 [==============================] - 0s 209ms/step
12%|█▏ | 1297/10770 [07:22<44:03, 3.58it/s]
1/1 [==============================] - 0s 212ms/step
12%|█▏ | 1298/10770 [07:22<44:24, 3.56it/s]
1/1 [==============================] - 0s 205ms/step
12%|█▏ | 1299/10770 [07:23<44:08, 3.58it/s]
1/1 [==============================] - 0s 205ms/step
12%|█▏ | 1300/10770 [07:23<43:57, 3.59it/s]
1/1 [==============================] - 0s 221ms/step
12%|█▏ | 1301/10770 [07:23<45:01, 3.51it/s]
1/1 [==============================] - 0s 200ms/step
12%|█▏ | 1302/10770 [07:23<44:37, 3.54it/s]
1/1 [==============================] - 0s 197ms/step
12%|█▏ | 1303/10770 [07:24<44:28, 3.55it/s]
1/1 [==============================] - 0s 241ms/step
12%|█▏ | 1304/10770 [07:24<49:26, 3.19it/s]
1/1 [==============================] - 0s 212ms/step
12%|█▏ | 1305/10770 [07:24<47:39, 3.31it/s]
1/1 [==============================] - 0s 201ms/step
12%|█▏ | 1306/10770 [07:25<46:21, 3.40it/s]
1/1 [==============================] - 0s 209ms/step
12%|█▏ | 1307/10770 [07:25<45:38, 3.46it/s]
1/1 [==============================] - 0s 241ms/step
12%|█▏ | 1308/10770 [07:25<46:15, 3.41it/s]
1/1 [==============================] - 0s 342ms/step
12%|█▏ | 1309/10770 [07:26<53:27, 2.95it/s]
1/1 [==============================] - 0s 385ms/step
12%|█▏ | 1310/10770 [07:26<1:12:41, 2.17it/s]
1/1 [==============================] - 0s 355ms/step
12%|█▏ | 1311/10770 [07:27<1:11:25, 2.21it/s]
1/1 [==============================] - 0s 378ms/step
12%|█▏ | 1312/10770 [07:27<1:13:22, 2.15it/s]
1/1 [==============================] - 0s 378ms/step
12%|█▏ | 1313/10770 [07:28<1:27:48, 1.80it/s]
1/1 [==============================] - 0s 381ms/step
12%|█▏ | 1314/10770 [07:29<1:36:16, 1.64it/s]
1/1 [==============================] - 0s 212ms/step
12%|█▏ | 1315/10770 [07:29<1:21:21, 1.94it/s]
1/1 [==============================] - 0s 203ms/step
12%|█▏ | 1316/10770 [07:29<1:09:40, 2.26it/s]
1/1 [==============================] - 0s 203ms/step
12%|█▏ | 1317/10770 [07:30<1:02:14, 2.53it/s]
1/1 [==============================] - 0s 206ms/step
12%|█▏ | 1318/10770 [07:30<56:27, 2.79it/s]
1/1 [==============================] - 0s 203ms/step
12%|█▏ | 1319/10770 [07:30<52:25, 3.00it/s]
1/1 [==============================] - 0s 217ms/step
12%|█▏ | 1320/10770 [07:31<50:13, 3.14it/s]
1/1 [==============================] - 0s 214ms/step
12%|█▏ | 1321/10770 [07:31<48:38, 3.24it/s]
1/1 [==============================] - 0s 199ms/step
12%|█▏ | 1322/10770 [07:31<46:56, 3.36it/s]
1/1 [==============================] - 0s 207ms/step
12%|█▏ | 1323/10770 [07:31<46:23, 3.39it/s]
1/1 [==============================] - 0s 220ms/step
12%|█▏ | 1324/10770 [07:32<46:31, 3.38it/s]
1/1 [==============================] - 0s 204ms/step
12%|█▏ | 1325/10770 [07:32<45:30, 3.46it/s]
1/1 [==============================] - 0s 198ms/step
12%|█▏ | 1326/10770 [07:32<44:37, 3.53it/s]
1/1 [==============================] - 0s 206ms/step
12%|█▏ | 1327/10770 [07:33<44:15, 3.56it/s]
1/1 [==============================] - 0s 202ms/step
12%|█▏ | 1328/10770 [07:33<50:01, 3.15it/s]
1/1 [==============================] - 0s 196ms/step
12%|█▏ | 1329/10770 [07:33<47:18, 3.33it/s]
1/1 [==============================] - 0s 203ms/step
12%|█▏ | 1330/10770 [07:33<45:47, 3.44it/s]
1/1 [==============================] - 0s 211ms/step
12%|█▏ | 1331/10770 [07:34<45:14, 3.48it/s]
1/1 [==============================] - 0s 207ms/step
12%|█▏ | 1332/10770 [07:34<44:37, 3.53it/s]
1/1 [==============================] - 0s 200ms/step
12%|█▏ | 1333/10770 [07:34<43:55, 3.58it/s]
1/1 [==============================] - 0s 206ms/step
12%|█▏ | 1334/10770 [07:35<44:14, 3.55it/s]
1/1 [==============================] - 0s 206ms/step
12%|█▏ | 1335/10770 [07:35<44:22, 3.54it/s]
1/1 [==============================] - 0s 204ms/step
12%|█▏ | 1336/10770 [07:35<44:02, 3.57it/s]
1/1 [==============================] - 0s 209ms/step
12%|█▏ | 1337/10770 [07:35<43:50, 3.59it/s]
1/1 [==============================] - 0s 208ms/step
12%|█▏ | 1338/10770 [07:36<43:55, 3.58it/s]
1/1 [==============================] - 0s 203ms/step
12%|█▏ | 1339/10770 [07:36<43:26, 3.62it/s]
1/1 [==============================] - 0s 199ms/step
12%|█▏ | 1340/10770 [07:36<43:03, 3.65it/s]
1/1 [==============================] - 0s 199ms/step
12%|█▏ | 1341/10770 [07:37<43:20, 3.63it/s]
1/1 [==============================] - 0s 217ms/step
12%|█▏ | 1342/10770 [07:37<43:49, 3.59it/s]
1/1 [==============================] - 0s 197ms/step
12%|█▏ | 1343/10770 [07:37<43:44, 3.59it/s]
1/1 [==============================] - 0s 200ms/step
12%|█▏ | 1344/10770 [07:37<43:17, 3.63it/s]
1/1 [==============================] - 0s 202ms/step
12%|█▏ | 1345/10770 [07:38<43:29, 3.61it/s]
1/1 [==============================] - 0s 222ms/step
12%|█▏ | 1346/10770 [07:38<44:21, 3.54it/s]
1/1 [==============================] - 0s 203ms/step
13%|█▎ | 1347/10770 [07:38<43:56, 3.57it/s]
1/1 [==============================] - 0s 202ms/step
13%|█▎ | 1348/10770 [07:38<43:36, 3.60it/s]
1/1 [==============================] - 0s 203ms/step
13%|█▎ | 1349/10770 [07:39<43:27, 3.61it/s]
1/1 [==============================] - 0s 232ms/step
13%|█▎ | 1350/10770 [07:39<49:07, 3.20it/s]
1/1 [==============================] - 0s 370ms/step
13%|█▎ | 1351/10770 [07:40<55:48, 2.81it/s]
1/1 [==============================] - 0s 386ms/step
13%|█▎ | 1352/10770 [07:40<1:01:29, 2.55it/s]
1/1 [==============================] - 0s 376ms/step
13%|█▎ | 1353/10770 [07:41<1:16:56, 2.04it/s]
1/1 [==============================] - 0s 385ms/step
13%|█▎ | 1354/10770 [07:41<1:15:51, 2.07it/s]
1/1 [==============================] - 0s 356ms/step
13%|█▎ | 1355/10770 [07:42<1:16:10, 2.06it/s]
1/1 [==============================] - 0s 368ms/step
13%|█▎ | 1356/10770 [07:43<1:30:22, 1.74it/s]
1/1 [==============================] - 0s 336ms/step
13%|█▎ | 1357/10770 [07:43<1:23:03, 1.89it/s]
1/1 [==============================] - 0s 219ms/step
13%|█▎ | 1358/10770 [07:43<1:11:53, 2.18it/s]
1/1 [==============================] - 0s 202ms/step
13%|█▎ | 1359/10770 [07:44<1:03:14, 2.48it/s]
1/1 [==============================] - 0s 195ms/step
13%|█▎ | 1360/10770 [07:44<56:44, 2.76it/s]
1/1 [==============================] - 0s 198ms/step
13%|█▎ | 1361/10770 [07:44<52:29, 2.99it/s]
1/1 [==============================] - 0s 212ms/step
13%|█▎ | 1362/10770 [07:44<50:23, 3.11it/s]
1/1 [==============================] - 0s 213ms/step
13%|█▎ | 1363/10770 [07:45<48:22, 3.24it/s]
1/1 [==============================] - 0s 209ms/step
13%|█▎ | 1364/10770 [07:45<46:57, 3.34it/s]
1/1 [==============================] - 0s 221ms/step
13%|█▎ | 1365/10770 [07:45<46:24, 3.38it/s]
1/1 [==============================] - 0s 205ms/step
13%|█▎ | 1366/10770 [07:45<45:42, 3.43it/s]
1/1 [==============================] - 0s 207ms/step
13%|█▎ | 1367/10770 [07:46<45:28, 3.45it/s]
1/1 [==============================] - 0s 207ms/step
13%|█▎ | 1368/10770 [07:46<45:00, 3.48it/s]
1/1 [==============================] - 0s 223ms/step
13%|█▎ | 1369/10770 [07:46<45:26, 3.45it/s]
1/1 [==============================] - 0s 203ms/step
13%|█▎ | 1370/10770 [07:47<44:34, 3.51it/s]
1/1 [==============================] - 0s 211ms/step
13%|█▎ | 1371/10770 [07:47<44:24, 3.53it/s]
1/1 [==============================] - 0s 201ms/step
13%|█▎ | 1372/10770 [07:47<44:14, 3.54it/s]
1/1 [==============================] - 0s 209ms/step
13%|█▎ | 1373/10770 [07:47<44:47, 3.50it/s]
1/1 [==============================] - 0s 195ms/step
13%|█▎ | 1374/10770 [07:48<43:44, 3.58it/s]
1/1 [==============================] - 0s 204ms/step
13%|█▎ | 1375/10770 [07:48<43:30, 3.60it/s]
1/1 [==============================] - 0s 213ms/step
13%|█▎ | 1376/10770 [07:48<48:36, 3.22it/s]
1/1 [==============================] - 0s 198ms/step
13%|█▎ | 1377/10770 [07:49<46:01, 3.40it/s]
1/1 [==============================] - 0s 213ms/step
13%|█▎ | 1378/10770 [07:49<46:14, 3.39it/s]
1/1 [==============================] - 0s 200ms/step
13%|█▎ | 1379/10770 [07:49<44:58, 3.48it/s]
1/1 [==============================] - 0s 214ms/step
13%|█▎ | 1380/10770 [07:49<45:01, 3.48it/s]
1/1 [==============================] - 0s 202ms/step
13%|█▎ | 1381/10770 [07:50<44:15, 3.54it/s]
1/1 [==============================] - 0s 197ms/step
13%|█▎ | 1382/10770 [07:50<43:57, 3.56it/s]
1/1 [==============================] - 0s 201ms/step
13%|█▎ | 1383/10770 [07:50<43:58, 3.56it/s]
1/1 [==============================] - 0s 202ms/step
13%|█▎ | 1384/10770 [07:51<43:44, 3.58it/s]
1/1 [==============================] - 0s 200ms/step
13%|█▎ | 1385/10770 [07:51<43:15, 3.62it/s]
1/1 [==============================] - 0s 202ms/step
13%|█▎ | 1386/10770 [07:51<43:06, 3.63it/s]
1/1 [==============================] - 0s 217ms/step
13%|█▎ | 1387/10770 [07:51<43:41, 3.58it/s]
1/1 [==============================] - 0s 199ms/step
13%|█▎ | 1388/10770 [07:52<43:19, 3.61it/s]
1/1 [==============================] - 0s 207ms/step
13%|█▎ | 1389/10770 [07:52<43:52, 3.56it/s]
1/1 [==============================] - 0s 204ms/step
13%|█▎ | 1390/10770 [07:52<43:38, 3.58it/s]
1/1 [==============================] - 0s 217ms/step
13%|█▎ | 1391/10770 [07:53<44:08, 3.54it/s]
1/1 [==============================] - 0s 207ms/step
13%|█▎ | 1392/10770 [07:53<43:51, 3.56it/s]
1/1 [==============================] - 0s 329ms/step
13%|█▎ | 1393/10770 [07:53<49:26, 3.16it/s]
1/1 [==============================] - 0s 382ms/step
13%|█▎ | 1394/10770 [07:54<55:48, 2.80it/s]
1/1 [==============================] - 0s 381ms/step
13%|█▎ | 1395/10770 [07:54<1:12:29, 2.16it/s]
1/1 [==============================] - 0s 374ms/step
13%|█▎ | 1396/10770 [07:55<1:25:57, 1.82it/s]
1/1 [==============================] - 0s 371ms/step
13%|█▎ | 1397/10770 [07:56<1:22:13, 1.90it/s]
1/1 [==============================] - 1s 1s/step
13%|█▎ | 1398/10770 [07:57<2:02:42, 1.27it/s]
1/1 [==============================] - 1s 649ms/step
13%|█▎ | 1399/10770 [07:58<2:05:00, 1.25it/s]
1/1 [==============================] - 1s 778ms/step
13%|█▎ | 1400/10770 [07:59<2:41:27, 1.03s/it]
1/1 [==============================] - 0s 314ms/step
13%|█▎ | 1401/10770 [08:00<2:12:12, 1.18it/s]
1/1 [==============================] - 0s 203ms/step
13%|█▎ | 1402/10770 [08:00<1:45:22, 1.48it/s]
1/1 [==============================] - 0s 213ms/step
13%|█▎ | 1403/10770 [08:00<1:27:20, 1.79it/s]
1/1 [==============================] - 0s 201ms/step
13%|█▎ | 1404/10770 [08:01<1:13:46, 2.12it/s]
1/1 [==============================] - 0s 203ms/step
13%|█▎ | 1405/10770 [08:01<1:04:33, 2.42it/s]
1/1 [==============================] - 0s 222ms/step
13%|█▎ | 1406/10770 [08:01<59:06, 2.64it/s]
1/1 [==============================] - 0s 197ms/step
13%|█▎ | 1407/10770 [08:02<53:55, 2.89it/s]
1/1 [==============================] - 0s 202ms/step
13%|█▎ | 1408/10770 [08:02<50:40, 3.08it/s]
1/1 [==============================] - 0s 204ms/step
13%|█▎ | 1409/10770 [08:02<48:42, 3.20it/s]
1/1 [==============================] - 0s 222ms/step
13%|█▎ | 1410/10770 [08:02<48:14, 3.23it/s]
1/1 [==============================] - 0s 206ms/step
13%|█▎ | 1411/10770 [08:03<47:08, 3.31it/s]
1/1 [==============================] - 0s 212ms/step
13%|█▎ | 1412/10770 [08:03<46:13, 3.37it/s]
1/1 [==============================] - 0s 203ms/step
13%|█▎ | 1413/10770 [08:03<50:36, 3.08it/s]
1/1 [==============================] - 0s 203ms/step
13%|█▎ | 1414/10770 [08:04<47:51, 3.26it/s]
1/1 [==============================] - 0s 206ms/step
13%|█▎ | 1415/10770 [08:04<46:36, 3.34it/s]
1/1 [==============================] - 0s 199ms/step
13%|█▎ | 1416/10770 [08:04<45:13, 3.45it/s]
1/1 [==============================] - 0s 212ms/step
13%|█▎ | 1417/10770 [08:04<44:51, 3.47it/s]
1/1 [==============================] - 0s 202ms/step
13%|█▎ | 1418/10770 [08:05<43:52, 3.55it/s]
1/1 [==============================] - 0s 206ms/step
13%|█▎ | 1419/10770 [08:05<43:40, 3.57it/s]
1/1 [==============================] - 0s 195ms/step
13%|█▎ | 1420/10770 [08:05<42:52, 3.63it/s]
1/1 [==============================] - 0s 208ms/step
13%|█▎ | 1421/10770 [08:06<42:55, 3.63it/s]
1/1 [==============================] - 0s 203ms/step
13%|█▎ | 1422/10770 [08:06<43:49, 3.56it/s]
1/1 [==============================] - 0s 200ms/step
13%|█▎ | 1423/10770 [08:06<43:53, 3.55it/s]
1/1 [==============================] - 0s 199ms/step
13%|█▎ | 1424/10770 [08:06<43:19, 3.59it/s]
1/1 [==============================] - 0s 203ms/step
13%|█▎ | 1425/10770 [08:07<43:08, 3.61it/s]
1/1 [==============================] - 0s 212ms/step
13%|█▎ | 1426/10770 [08:07<43:34, 3.57it/s]
1/1 [==============================] - 0s 201ms/step
13%|█▎ | 1427/10770 [08:07<48:47, 3.19it/s]
1/1 [==============================] - 0s 223ms/step
13%|█▎ | 1428/10770 [08:08<47:32, 3.27it/s]
1/1 [==============================] - 0s 226ms/step
13%|█▎ | 1429/10770 [08:08<47:28, 3.28it/s]
1/1 [==============================] - 0s 208ms/step
13%|█▎ | 1430/10770 [08:08<46:35, 3.34it/s]
1/1 [==============================] - 0s 223ms/step
13%|█▎ | 1431/10770 [08:08<46:12, 3.37it/s]
1/1 [==============================] - 0s 206ms/step
13%|█▎ | 1432/10770 [08:09<45:11, 3.44it/s]
1/1 [==============================] - 0s 207ms/step
13%|█▎ | 1433/10770 [08:09<45:29, 3.42it/s]
1/1 [==============================] - 0s 202ms/step
13%|█▎ | 1434/10770 [08:09<44:52, 3.47it/s]
1/1 [==============================] - 0s 321ms/step
13%|█▎ | 1435/10770 [08:10<49:44, 3.13it/s]
1/1 [==============================] - 0s 373ms/step
13%|█▎ | 1436/10770 [08:10<56:32, 2.75it/s]
1/1 [==============================] - 0s 372ms/step
13%|█▎ | 1437/10770 [08:11<1:14:28, 2.09it/s]
1/1 [==============================] - 0s 347ms/step
13%|█▎ | 1438/10770 [08:11<1:12:29, 2.15it/s]
1/1 [==============================] - 0s 382ms/step
13%|█▎ | 1439/10770 [08:12<1:13:54, 2.10it/s]
1/1 [==============================] - 0s 362ms/step
13%|█▎ | 1440/10770 [08:12<1:14:36, 2.08it/s]
1/1 [==============================] - 0s 350ms/step
13%|█▎ | 1441/10770 [08:13<1:13:01, 2.13it/s]
1/1 [==============================] - 0s 354ms/step
13%|█▎ | 1442/10770 [08:13<1:12:53, 2.13it/s]
1/1 [==============================] - 0s 333ms/step
13%|█▎ | 1443/10770 [08:14<1:10:32, 2.20it/s]
1/1 [==============================] - 0s 214ms/step
13%|█▎ | 1444/10770 [08:14<1:05:33, 2.37it/s]
1/1 [==============================] - 0s 204ms/step
13%|█▎ | 1445/10770 [08:14<58:46, 2.64it/s]
1/1 [==============================] - 0s 209ms/step
13%|█▎ | 1446/10770 [08:15<53:44, 2.89it/s]
1/1 [==============================] - 0s 219ms/step
13%|█▎ | 1447/10770 [08:15<55:51, 2.78it/s]
1/1 [==============================] - 0s 198ms/step
13%|█▎ | 1448/10770 [08:15<51:00, 3.05it/s]
1/1 [==============================] - 0s 196ms/step
13%|█▎ | 1449/10770 [08:16<48:31, 3.20it/s]
1/1 [==============================] - 0s 199ms/step
13%|█▎ | 1450/10770 [08:16<46:29, 3.34it/s]
1/1 [==============================] - 0s 217ms/step
13%|█▎ | 1451/10770 [08:16<46:09, 3.37it/s]
1/1 [==============================] - 0s 195ms/step
13%|█▎ | 1452/10770 [08:16<44:36, 3.48it/s]
1/1 [==============================] - 0s 196ms/step
13%|█▎ | 1453/10770 [08:17<43:32, 3.57it/s]
1/1 [==============================] - 0s 204ms/step
14%|█▎ | 1454/10770 [08:17<43:27, 3.57it/s]
1/1 [==============================] - 0s 201ms/step
14%|█▎ | 1455/10770 [08:17<44:13, 3.51it/s]
1/1 [==============================] - 0s 207ms/step
14%|█▎ | 1456/10770 [08:17<44:01, 3.53it/s]
1/1 [==============================] - 0s 201ms/step
14%|█▎ | 1457/10770 [08:18<43:43, 3.55it/s]
1/1 [==============================] - 0s 225ms/step
14%|█▎ | 1458/10770 [08:18<44:34, 3.48it/s]
1/1 [==============================] - 0s 202ms/step
14%|█▎ | 1459/10770 [08:18<43:53, 3.54it/s]
1/1 [==============================] - 0s 210ms/step
14%|█▎ | 1460/10770 [08:19<43:53, 3.54it/s]
1/1 [==============================] - 0s 206ms/step
14%|█▎ | 1461/10770 [08:19<43:23, 3.58it/s]
1/1 [==============================] - 0s 215ms/step
14%|█▎ | 1462/10770 [08:19<44:05, 3.52it/s]
1/1 [==============================] - 0s 197ms/step
14%|█▎ | 1463/10770 [08:20<49:00, 3.17it/s]
1/1 [==============================] - 0s 209ms/step
14%|█▎ | 1464/10770 [08:20<51:56, 2.99it/s]
1/1 [==============================] - 0s 212ms/step
14%|█▎ | 1465/10770 [08:20<48:58, 3.17it/s]
1/1 [==============================] - 0s 205ms/step
14%|█▎ | 1466/10770 [08:20<47:57, 3.23it/s]
1/1 [==============================] - 0s 203ms/step
14%|█▎ | 1467/10770 [08:21<46:14, 3.35it/s]
1/1 [==============================] - 0s 211ms/step
14%|█▎ | 1468/10770 [08:21<50:57, 3.04it/s]
1/1 [==============================] - 0s 199ms/step
14%|█▎ | 1469/10770 [08:21<47:52, 3.24it/s]
1/1 [==============================] - 0s 198ms/step
14%|█▎ | 1470/10770 [08:22<45:58, 3.37it/s]
1/1 [==============================] - 0s 215ms/step
14%|█▎ | 1471/10770 [08:22<45:22, 3.42it/s]
1/1 [==============================] - 0s 224ms/step
14%|█▎ | 1472/10770 [08:22<45:44, 3.39it/s]
1/1 [==============================] - 0s 201ms/step
14%|█▎ | 1473/10770 [08:23<44:36, 3.47it/s]
1/1 [==============================] - 0s 207ms/step
14%|█▎ | 1474/10770 [08:23<43:58, 3.52it/s]
1/1 [==============================] - 0s 202ms/step
14%|█▎ | 1475/10770 [08:23<43:40, 3.55it/s]
1/1 [==============================] - 0s 204ms/step
14%|█▎ | 1476/10770 [08:23<44:10, 3.51it/s]
1/1 [==============================] - 0s 201ms/step
14%|█▎ | 1477/10770 [08:24<44:01, 3.52it/s]
1/1 [==============================] - 0s 282ms/step
14%|█▎ | 1478/10770 [08:24<49:00, 3.16it/s]
1/1 [==============================] - 0s 379ms/step
14%|█▎ | 1479/10770 [08:25<1:10:28, 2.20it/s]
1/1 [==============================] - 0s 348ms/step
14%|█▎ | 1480/10770 [08:25<1:09:20, 2.23it/s]
1/1 [==============================] - 0s 359ms/step
14%|█▍ | 1481/10770 [08:26<1:10:12, 2.21it/s]
1/1 [==============================] - 0s 382ms/step
14%|█▍ | 1482/10770 [08:26<1:10:44, 2.19it/s]
1/1 [==============================] - 0s 377ms/step
14%|█▍ | 1483/10770 [08:27<1:13:13, 2.11it/s]
1/1 [==============================] - 0s 370ms/step
14%|█▍ | 1484/10770 [08:27<1:12:40, 2.13it/s]
1/1 [==============================] - 0s 360ms/step
14%|█▍ | 1485/10770 [08:28<1:12:45, 2.13it/s]
1/1 [==============================] - 0s 341ms/step
14%|█▍ | 1486/10770 [08:28<1:12:14, 2.14it/s]
1/1 [==============================] - 0s 201ms/step
14%|█▍ | 1487/10770 [08:28<1:03:03, 2.45it/s]
1/1 [==============================] - 0s 219ms/step
14%|█▍ | 1488/10770 [08:29<58:27, 2.65it/s]
1/1 [==============================] - 0s 212ms/step
14%|█▍ | 1489/10770 [08:29<53:57, 2.87it/s]
1/1 [==============================] - 0s 195ms/step
14%|█▍ | 1490/10770 [08:29<49:59, 3.09it/s]
1/1 [==============================] - 0s 213ms/step
14%|█▍ | 1491/10770 [08:30<53:05, 2.91it/s]
1/1 [==============================] - 0s 203ms/step
14%|█▍ | 1492/10770 [08:30<54:33, 2.83it/s]
1/1 [==============================] - 0s 199ms/step
14%|█▍ | 1493/10770 [08:30<49:55, 3.10it/s]
1/1 [==============================] - 0s 196ms/step
14%|█▍ | 1494/10770 [08:31<47:30, 3.25it/s]
1/1 [==============================] - 0s 200ms/step
14%|█▍ | 1495/10770 [08:31<46:42, 3.31it/s]
1/1 [==============================] - 0s 212ms/step
14%|█▍ | 1496/10770 [08:31<45:53, 3.37it/s]
1/1 [==============================] - 0s 206ms/step
14%|█▍ | 1497/10770 [08:31<44:52, 3.44it/s]
1/1 [==============================] - 0s 221ms/step
14%|█▍ | 1498/10770 [08:32<44:58, 3.44it/s]
1/1 [==============================] - 0s 214ms/step
14%|█▍ | 1499/10770 [08:32<45:23, 3.40it/s]
1/1 [==============================] - 0s 203ms/step
14%|█▍ | 1500/10770 [08:32<44:40, 3.46it/s]
1/1 [==============================] - 0s 209ms/step
14%|█▍ | 1501/10770 [08:33<44:48, 3.45it/s]
1/1 [==============================] - 0s 214ms/step
14%|█▍ | 1502/10770 [08:33<44:51, 3.44it/s]
1/1 [==============================] - 0s 201ms/step
14%|█▍ | 1503/10770 [08:33<44:52, 3.44it/s]
1/1 [==============================] - 0s 198ms/step
14%|█▍ | 1504/10770 [08:33<44:04, 3.50it/s]
1/1 [==============================] - 0s 207ms/step
14%|█▍ | 1505/10770 [08:34<48:51, 3.16it/s]
1/1 [==============================] - 0s 202ms/step
14%|█▍ | 1506/10770 [08:34<46:26, 3.32it/s]
1/1 [==============================] - 0s 201ms/step
14%|█▍ | 1507/10770 [08:34<45:15, 3.41it/s]
1/1 [==============================] - 0s 198ms/step
14%|█▍ | 1508/10770 [08:35<43:59, 3.51it/s]
1/1 [==============================] - 0s 223ms/step
14%|█▍ | 1509/10770 [08:35<44:11, 3.49it/s]
1/1 [==============================] - 0s 203ms/step
14%|█▍ | 1510/10770 [08:35<44:08, 3.50it/s]
1/1 [==============================] - 0s 201ms/step
14%|█▍ | 1511/10770 [08:35<43:19, 3.56it/s]
1/1 [==============================] - 0s 201ms/step
14%|█▍ | 1512/10770 [08:36<42:58, 3.59it/s]
1/1 [==============================] - 0s 220ms/step
14%|█▍ | 1513/10770 [08:36<43:43, 3.53it/s]
1/1 [==============================] - 0s 207ms/step
14%|█▍ | 1514/10770 [08:36<43:12, 3.57it/s]
1/1 [==============================] - 0s 208ms/step
14%|█▍ | 1515/10770 [08:37<43:18, 3.56it/s]
1/1 [==============================] - 0s 222ms/step
14%|█▍ | 1516/10770 [08:37<43:42, 3.53it/s]
1/1 [==============================] - 0s 206ms/step
14%|█▍ | 1517/10770 [08:37<43:18, 3.56it/s]
1/1 [==============================] - 0s 205ms/step
14%|█▍ | 1518/10770 [08:37<42:55, 3.59it/s]
1/1 [==============================] - 0s 200ms/step
14%|█▍ | 1519/10770 [08:38<42:49, 3.60it/s]
1/1 [==============================] - 0s 233ms/step
14%|█▍ | 1520/10770 [08:38<44:06, 3.50it/s]
1/1 [==============================] - 0s 323ms/step
14%|█▍ | 1521/10770 [08:39<1:04:27, 2.39it/s]
1/1 [==============================] - 0s 375ms/step
14%|█▍ | 1522/10770 [08:39<1:05:44, 2.34it/s]
1/1 [==============================] - 0s 354ms/step
14%|█▍ | 1523/10770 [08:40<1:21:15, 1.90it/s]
1/1 [==============================] - 0s 365ms/step
14%|█▍ | 1524/10770 [08:40<1:18:00, 1.98it/s]
1/1 [==============================] - 0s 374ms/step
14%|█▍ | 1525/10770 [08:41<1:17:02, 2.00it/s]
1/1 [==============================] - 0s 381ms/step
14%|█▍ | 1526/10770 [08:41<1:16:43, 2.01it/s]
1/1 [==============================] - 0s 349ms/step
14%|█▍ | 1527/10770 [08:42<1:15:02, 2.05it/s]
1/1 [==============================] - 0s 276ms/step
14%|█▍ | 1528/10770 [08:42<1:10:46, 2.18it/s]
1/1 [==============================] - 0s 205ms/step
14%|█▍ | 1529/10770 [08:42<1:02:34, 2.46it/s]
1/1 [==============================] - 0s 199ms/step
14%|█▍ | 1530/10770 [08:43<56:11, 2.74it/s]
1/1 [==============================] - 0s 205ms/step
14%|█▍ | 1531/10770 [08:43<52:20, 2.94it/s]
1/1 [==============================] - 0s 216ms/step
14%|█▍ | 1532/10770 [08:43<50:30, 3.05it/s]
1/1 [==============================] - 0s 199ms/step
14%|█▍ | 1533/10770 [08:44<47:58, 3.21it/s]
1/1 [==============================] - 0s 206ms/step
14%|█▍ | 1534/10770 [08:44<46:34, 3.31it/s]
1/1 [==============================] - 0s 207ms/step
14%|█▍ | 1535/10770 [08:44<45:20, 3.39it/s]
1/1 [==============================] - 0s 203ms/step
14%|█▍ | 1536/10770 [08:44<44:58, 3.42it/s]
1/1 [==============================] - 0s 198ms/step
14%|█▍ | 1537/10770 [08:45<44:02, 3.49it/s]
1/1 [==============================] - 0s 211ms/step
14%|█▍ | 1538/10770 [08:45<44:05, 3.49it/s]
1/1 [==============================] - 0s 230ms/step
14%|█▍ | 1539/10770 [08:45<44:49, 3.43it/s]
1/1 [==============================] - 0s 214ms/step
14%|█▍ | 1540/10770 [08:46<44:34, 3.45it/s]
1/1 [==============================] - 0s 211ms/step
14%|█▍ | 1541/10770 [08:46<44:50, 3.43it/s]
1/1 [==============================] - 0s 204ms/step
14%|█▍ | 1542/10770 [08:46<44:19, 3.47it/s]
1/1 [==============================] - 0s 206ms/step
14%|█▍ | 1543/10770 [08:46<44:53, 3.43it/s]
1/1 [==============================] - 0s 212ms/step
14%|█▍ | 1544/10770 [08:47<44:32, 3.45it/s]
1/1 [==============================] - 0s 206ms/step
14%|█▍ | 1545/10770 [08:47<44:14, 3.47it/s]
1/1 [==============================] - 0s 229ms/step
14%|█▍ | 1546/10770 [08:47<45:18, 3.39it/s]
1/1 [==============================] - 0s 199ms/step
14%|█▍ | 1547/10770 [08:48<44:11, 3.48it/s]
1/1 [==============================] - 0s 212ms/step
14%|█▍ | 1548/10770 [08:48<44:07, 3.48it/s]
1/1 [==============================] - 0s 202ms/step
14%|█▍ | 1549/10770 [08:48<43:27, 3.54it/s]
1/1 [==============================] - 0s 228ms/step
14%|█▍ | 1550/10770 [08:48<44:17, 3.47it/s]
1/1 [==============================] - 0s 209ms/step
14%|█▍ | 1551/10770 [08:49<48:41, 3.16it/s]
1/1 [==============================] - 0s 200ms/step
14%|█▍ | 1552/10770 [08:49<46:11, 3.33it/s]
1/1 [==============================] - 0s 214ms/step
14%|█▍ | 1553/10770 [08:49<45:30, 3.38it/s]
1/1 [==============================] - 0s 202ms/step
14%|█▍ | 1554/10770 [08:50<44:56, 3.42it/s]
1/1 [==============================] - 0s 204ms/step
14%|█▍ | 1555/10770 [08:50<44:15, 3.47it/s]
1/1 [==============================] - 0s 215ms/step
14%|█▍ | 1556/10770 [08:50<44:39, 3.44it/s]
1/1 [==============================] - 0s 217ms/step
14%|█▍ | 1557/10770 [08:51<44:29, 3.45it/s]
1/1 [==============================] - 0s 207ms/step
14%|█▍ | 1558/10770 [08:51<44:05, 3.48it/s]
1/1 [==============================] - 0s 211ms/step
14%|█▍ | 1559/10770 [08:51<44:05, 3.48it/s]
1/1 [==============================] - 0s 229ms/step
14%|█▍ | 1560/10770 [08:51<44:25, 3.46it/s]
1/1 [==============================] - 0s 210ms/step
14%|█▍ | 1561/10770 [08:52<44:02, 3.48it/s]
1/1 [==============================] - 0s 204ms/step
15%|█▍ | 1562/10770 [08:52<43:35, 3.52it/s]
1/1 [==============================] - 0s 325ms/step
15%|█▍ | 1563/10770 [08:53<1:03:11, 2.43it/s]
1/1 [==============================] - 0s 366ms/step
15%|█▍ | 1564/10770 [08:53<1:04:56, 2.36it/s]
1/1 [==============================] - 0s 375ms/step
15%|█▍ | 1565/10770 [08:54<1:22:43, 1.85it/s]
1/1 [==============================] - 0s 363ms/step
15%|█▍ | 1566/10770 [08:55<1:31:42, 1.67it/s]
1/1 [==============================] - 0s 381ms/step
15%|█▍ | 1567/10770 [08:55<1:38:14, 1.56it/s]
1/1 [==============================] - 0s 258ms/step
15%|█▍ | 1568/10770 [08:56<1:24:37, 1.81it/s]
1/1 [==============================] - 0s 207ms/step
15%|█▍ | 1569/10770 [08:56<1:12:33, 2.11it/s]
1/1 [==============================] - 0s 207ms/step
15%|█▍ | 1570/10770 [08:56<1:03:49, 2.40it/s]
1/1 [==============================] - 0s 204ms/step
15%|█▍ | 1571/10770 [08:57<57:18, 2.68it/s]
1/1 [==============================] - 0s 212ms/step
15%|█▍ | 1572/10770 [08:57<54:04, 2.83it/s]
1/1 [==============================] - 0s 207ms/step
15%|█▍ | 1573/10770 [08:57<50:44, 3.02it/s]
1/1 [==============================] - 0s 212ms/step
15%|█▍ | 1574/10770 [08:57<48:38, 3.15it/s]
1/1 [==============================] - 0s 215ms/step
15%|█▍ | 1575/10770 [08:58<47:30, 3.23it/s]
1/1 [==============================] - 0s 209ms/step
15%|█▍ | 1576/10770 [08:58<47:13, 3.24it/s]
1/1 [==============================] - 0s 232ms/step
15%|█▍ | 1577/10770 [08:59<1:11:00, 2.16it/s]
1/1 [==============================] - 0s 213ms/step
15%|█▍ | 1578/10770 [08:59<1:02:37, 2.45it/s]
1/1 [==============================] - 0s 212ms/step
15%|█▍ | 1579/10770 [08:59<57:04, 2.68it/s]
1/1 [==============================] - 0s 237ms/step
15%|█▍ | 1580/10770 [09:00<55:40, 2.75it/s]
1/1 [==============================] - 0s 211ms/step
15%|█▍ | 1581/10770 [09:00<52:27, 2.92it/s]
1/1 [==============================] - 0s 206ms/step
15%|█▍ | 1582/10770 [09:00<49:49, 3.07it/s]
1/1 [==============================] - 0s 221ms/step
15%|█▍ | 1583/10770 [09:01<48:18, 3.17it/s]
1/1 [==============================] - 0s 236ms/step
15%|█▍ | 1584/10770 [09:01<48:31, 3.15it/s]
1/1 [==============================] - 0s 223ms/step
15%|█▍ | 1585/10770 [09:01<47:42, 3.21it/s]
1/1 [==============================] - 0s 218ms/step
15%|█▍ | 1586/10770 [09:02<46:54, 3.26it/s]
1/1 [==============================] - 0s 240ms/step
15%|█▍ | 1587/10770 [09:02<47:58, 3.19it/s]
1/1 [==============================] - 0s 216ms/step
15%|█▍ | 1588/10770 [09:02<47:09, 3.25it/s]
1/1 [==============================] - 0s 214ms/step
15%|█▍ | 1589/10770 [09:03<46:34, 3.29it/s]
1/1 [==============================] - 0s 220ms/step
15%|█▍ | 1590/10770 [09:03<51:09, 2.99it/s]
1/1 [==============================] - 0s 216ms/step
15%|█▍ | 1591/10770 [09:03<48:38, 3.15it/s]
1/1 [==============================] - 0s 213ms/step
15%|█▍ | 1592/10770 [09:04<47:40, 3.21it/s]
1/1 [==============================] - 0s 210ms/step
15%|█▍ | 1593/10770 [09:04<46:36, 3.28it/s]
1/1 [==============================] - 0s 220ms/step
15%|█▍ | 1594/10770 [09:04<46:25, 3.29it/s]
1/1 [==============================] - 0s 213ms/step
15%|█▍ | 1595/10770 [09:04<45:57, 3.33it/s]
1/1 [==============================] - 0s 209ms/step
15%|█▍ | 1596/10770 [09:05<45:31, 3.36it/s]
1/1 [==============================] - 0s 235ms/step
15%|█▍ | 1597/10770 [09:05<46:15, 3.30it/s]
1/1 [==============================] - 0s 216ms/step
15%|█▍ | 1598/10770 [09:05<46:30, 3.29it/s]
1/1 [==============================] - 0s 219ms/step
15%|█▍ | 1599/10770 [09:06<46:21, 3.30it/s]
1/1 [==============================] - 0s 351ms/step
15%|█▍ | 1600/10770 [09:06<52:57, 2.89it/s]
1/1 [==============================] - 0s 372ms/step
15%|█▍ | 1601/10770 [09:07<59:12, 2.58it/s]
1/1 [==============================] - 0s 381ms/step
15%|█▍ | 1602/10770 [09:07<1:03:22, 2.41it/s]
1/1 [==============================] - 0s 378ms/step
15%|█▍ | 1603/10770 [09:07<1:06:17, 2.30it/s]
1/1 [==============================] - 0s 378ms/step
15%|█▍ | 1604/10770 [09:08<1:09:06, 2.21it/s]
1/1 [==============================] - 0s 387ms/step
15%|█▍ | 1605/10770 [09:08<1:11:40, 2.13it/s]
1/1 [==============================] - 0s 396ms/step
15%|█▍ | 1606/10770 [09:09<1:14:12, 2.06it/s]
1/1 [==============================] - 0s 399ms/step
15%|█▍ | 1607/10770 [09:10<1:28:22, 1.73it/s]
1/1 [==============================] - 0s 222ms/step
15%|█▍ | 1608/10770 [09:10<1:16:50, 1.99it/s]
1/1 [==============================] - 0s 215ms/step
15%|█▍ | 1609/10770 [09:10<1:08:32, 2.23it/s]
1/1 [==============================] - 0s 214ms/step
15%|█▍ | 1610/10770 [09:11<1:01:16, 2.49it/s]
1/1 [==============================] - 0s 223ms/step
15%|█▍ | 1611/10770 [09:11<57:04, 2.67it/s]
1/1 [==============================] - 0s 226ms/step
15%|█▍ | 1612/10770 [09:11<54:17, 2.81it/s]
1/1 [==============================] - 0s 208ms/step
15%|█▍ | 1613/10770 [09:12<56:26, 2.70it/s]
1/1 [==============================] - 0s 218ms/step
15%|█▍ | 1614/10770 [09:12<52:50, 2.89it/s]
1/1 [==============================] - 0s 226ms/step
15%|█▍ | 1615/10770 [09:12<51:02, 2.99it/s]
1/1 [==============================] - 0s 206ms/step
15%|█▌ | 1616/10770 [09:13<48:32, 3.14it/s]
1/1 [==============================] - 0s 214ms/step
15%|█▌ | 1617/10770 [09:13<47:23, 3.22it/s]
1/1 [==============================] - 0s 207ms/step
15%|█▌ | 1618/10770 [09:13<46:06, 3.31it/s]
1/1 [==============================] - 0s 211ms/step
15%|█▌ | 1619/10770 [09:14<46:53, 3.25it/s]
1/1 [==============================] - 0s 221ms/step
15%|█▌ | 1620/10770 [09:14<46:20, 3.29it/s]
1/1 [==============================] - 0s 207ms/step
15%|█▌ | 1621/10770 [09:14<45:48, 3.33it/s]
1/1 [==============================] - 0s 227ms/step
15%|█▌ | 1622/10770 [09:14<46:01, 3.31it/s]
1/1 [==============================] - 0s 209ms/step
15%|█▌ | 1623/10770 [09:15<45:31, 3.35it/s]
1/1 [==============================] - 0s 217ms/step
15%|█▌ | 1624/10770 [09:15<45:21, 3.36it/s]
1/1 [==============================] - 0s 213ms/step
15%|█▌ | 1625/10770 [09:15<44:59, 3.39it/s]
1/1 [==============================] - 0s 214ms/step
15%|█▌ | 1626/10770 [09:16<45:08, 3.38it/s]
1/1 [==============================] - 0s 214ms/step
15%|█▌ | 1627/10770 [09:16<44:53, 3.39it/s]
1/1 [==============================] - 0s 210ms/step
15%|█▌ | 1628/10770 [09:16<44:38, 3.41it/s]
1/1 [==============================] - 0s 232ms/step
15%|█▌ | 1629/10770 [09:17<45:24, 3.35it/s]
1/1 [==============================] - 0s 205ms/step
15%|█▌ | 1630/10770 [09:17<45:22, 3.36it/s]
1/1 [==============================] - 0s 208ms/step
15%|█▌ | 1631/10770 [09:17<45:07, 3.38it/s]
1/1 [==============================] - 0s 215ms/step
15%|█▌ | 1632/10770 [09:17<44:57, 3.39it/s]
1/1 [==============================] - 0s 214ms/step
15%|█▌ | 1633/10770 [09:18<45:18, 3.36it/s]
1/1 [==============================] - 0s 226ms/step
15%|█▌ | 1634/10770 [09:18<45:43, 3.33it/s]
1/1 [==============================] - 0s 208ms/step
15%|█▌ | 1635/10770 [09:18<45:09, 3.37it/s]
1/1 [==============================] - 0s 226ms/step
15%|█▌ | 1636/10770 [09:19<45:33, 3.34it/s]
1/1 [==============================] - 0s 213ms/step
15%|█▌ | 1637/10770 [09:19<45:09, 3.37it/s]
1/1 [==============================] - 0s 204ms/step
15%|█▌ | 1638/10770 [09:19<44:12, 3.44it/s]
1/1 [==============================] - 0s 217ms/step
15%|█▌ | 1639/10770 [09:19<44:17, 3.44it/s]
1/1 [==============================] - 0s 217ms/step
15%|█▌ | 1640/10770 [09:20<45:04, 3.38it/s]
1/1 [==============================] - 0s 327ms/step
15%|█▌ | 1641/10770 [09:20<50:38, 3.00it/s]
1/1 [==============================] - 0s 375ms/step
15%|█▌ | 1642/10770 [09:21<56:47, 2.68it/s]
1/1 [==============================] - 0s 378ms/step
15%|█▌ | 1643/10770 [09:21<1:02:40, 2.43it/s]
1/1 [==============================] - 0s 393ms/step
15%|█▌ | 1644/10770 [09:22<1:06:13, 2.30it/s]
1/1 [==============================] - 0s 387ms/step
15%|█▌ | 1645/10770 [09:22<1:09:40, 2.18it/s]
1/1 [==============================] - 0s 368ms/step
15%|█▌ | 1646/10770 [09:23<1:11:09, 2.14it/s]
1/1 [==============================] - 0s 396ms/step
15%|█▌ | 1647/10770 [09:23<1:13:45, 2.06it/s]
1/1 [==============================] - 0s 367ms/step
15%|█▌ | 1648/10770 [09:24<1:14:08, 2.05it/s]
1/1 [==============================] - 0s 355ms/step
15%|█▌ | 1649/10770 [09:24<1:13:31, 2.07it/s]
1/1 [==============================] - 0s 298ms/step
15%|█▌ | 1650/10770 [09:25<1:10:55, 2.14it/s]
1/1 [==============================] - 0s 230ms/step
15%|█▌ | 1651/10770 [09:25<1:03:30, 2.39it/s]
1/1 [==============================] - 0s 209ms/step
15%|█▌ | 1652/10770 [09:25<58:45, 2.59it/s]
1/1 [==============================] - 0s 215ms/step
15%|█▌ | 1653/10770 [09:25<54:30, 2.79it/s]
1/1 [==============================] - 0s 211ms/step
15%|█▌ | 1654/10770 [09:26<51:11, 2.97it/s]
1/1 [==============================] - 0s 220ms/step
15%|█▌ | 1655/10770 [09:26<49:27, 3.07it/s]
1/1 [==============================] - 0s 208ms/step
15%|█▌ | 1656/10770 [09:26<47:28, 3.20it/s]
1/1 [==============================] - 0s 207ms/step
15%|█▌ | 1657/10770 [09:27<46:23, 3.27it/s]
1/1 [==============================] - 0s 232ms/step
15%|█▌ | 1658/10770 [09:27<46:29, 3.27it/s]
1/1 [==============================] - 0s 209ms/step
15%|█▌ | 1659/10770 [09:27<45:33, 3.33it/s]
1/1 [==============================] - 0s 207ms/step
15%|█▌ | 1660/10770 [09:28<50:06, 3.03it/s]
1/1 [==============================] - 0s 213ms/step
15%|█▌ | 1661/10770 [09:28<48:24, 3.14it/s]
1/1 [==============================] - 0s 214ms/step
15%|█▌ | 1662/10770 [09:28<48:29, 3.13it/s]
1/1 [==============================] - 0s 217ms/step
15%|█▌ | 1663/10770 [09:29<48:03, 3.16it/s]
1/1 [==============================] - 0s 214ms/step
15%|█▌ | 1664/10770 [09:29<46:53, 3.24it/s]
1/1 [==============================] - 0s 223ms/step
15%|█▌ | 1665/10770 [09:29<46:48, 3.24it/s]
1/1 [==============================] - 0s 206ms/step
15%|█▌ | 1666/10770 [09:29<45:49, 3.31it/s]
1/1 [==============================] - 0s 211ms/step
15%|█▌ | 1667/10770 [09:30<45:12, 3.36it/s]
1/1 [==============================] - 0s 209ms/step
15%|█▌ | 1668/10770 [09:30<44:25, 3.42it/s]
1/1 [==============================] - 0s 203ms/step
15%|█▌ | 1669/10770 [09:30<50:10, 3.02it/s]
1/1 [==============================] - 0s 203ms/step
16%|█▌ | 1670/10770 [09:31<47:33, 3.19it/s]
1/1 [==============================] - 0s 205ms/step
16%|█▌ | 1671/10770 [09:31<46:08, 3.29it/s]
1/1 [==============================] - 0s 211ms/step
16%|█▌ | 1672/10770 [09:31<45:26, 3.34it/s]
1/1 [==============================] - 0s 204ms/step
16%|█▌ | 1673/10770 [09:32<44:46, 3.39it/s]
1/1 [==============================] - 0s 212ms/step
16%|█▌ | 1674/10770 [09:32<45:02, 3.37it/s]
1/1 [==============================] - 0s 219ms/step
16%|█▌ | 1675/10770 [09:32<45:06, 3.36it/s]
1/1 [==============================] - 0s 208ms/step
16%|█▌ | 1676/10770 [09:32<44:35, 3.40it/s]
1/1 [==============================] - 0s 204ms/step
16%|█▌ | 1677/10770 [09:33<44:09, 3.43it/s]
1/1 [==============================] - 0s 229ms/step
16%|█▌ | 1678/10770 [09:33<44:53, 3.38it/s]
1/1 [==============================] - 0s 219ms/step
16%|█▌ | 1679/10770 [09:33<45:10, 3.35it/s]
1/1 [==============================] - 0s 203ms/step
16%|█▌ | 1680/10770 [09:34<44:22, 3.41it/s]
1/1 [==============================] - 0s 211ms/step
16%|█▌ | 1681/10770 [09:34<43:56, 3.45it/s]
1/1 [==============================] - 0s 227ms/step
16%|█▌ | 1682/10770 [09:34<44:38, 3.39it/s]
1/1 [==============================] - 0s 280ms/step
16%|█▌ | 1683/10770 [09:35<47:12, 3.21it/s]
1/1 [==============================] - 0s 365ms/step
16%|█▌ | 1684/10770 [09:35<54:58, 2.75it/s]
1/1 [==============================] - 0s 352ms/step
16%|█▌ | 1685/10770 [09:36<1:00:36, 2.50it/s]
1/1 [==============================] - 0s 364ms/step
16%|█▌ | 1686/10770 [09:36<1:03:27, 2.39it/s]
1/1 [==============================] - 0s 377ms/step
16%|█▌ | 1687/10770 [09:36<1:06:24, 2.28it/s]
1/1 [==============================] - 0s 364ms/step
16%|█▌ | 1688/10770 [09:37<1:08:07, 2.22it/s]
1/1 [==============================] - 0s 391ms/step
16%|█▌ | 1689/10770 [09:37<1:08:56, 2.20it/s]
1/1 [==============================] - 0s 374ms/step
16%|█▌ | 1690/10770 [09:38<1:09:27, 2.18it/s]
1/1 [==============================] - 0s 374ms/step
16%|█▌ | 1691/10770 [09:39<1:23:37, 1.81it/s]
1/1 [==============================] - 0s 203ms/step
16%|█▌ | 1692/10770 [09:39<1:11:03, 2.13it/s]
1/1 [==============================] - 0s 201ms/step
16%|█▌ | 1693/10770 [09:39<1:02:11, 2.43it/s]
1/1 [==============================] - 0s 214ms/step
16%|█▌ | 1694/10770 [09:40<56:47, 2.66it/s]
1/1 [==============================] - 0s 202ms/step
16%|█▌ | 1695/10770 [09:40<52:23, 2.89it/s]
1/1 [==============================] - 0s 210ms/step
16%|█▌ | 1696/10770 [09:40<51:20, 2.95it/s]
1/1 [==============================] - 0s 208ms/step
16%|█▌ | 1697/10770 [09:40<49:00, 3.09it/s]
1/1 [==============================] - 0s 224ms/step
16%|█▌ | 1698/10770 [09:41<47:58, 3.15it/s]
1/1 [==============================] - 0s 210ms/step
16%|█▌ | 1699/10770 [09:41<46:31, 3.25it/s]
1/1 [==============================] - 0s 198ms/step
16%|█▌ | 1700/10770 [09:41<45:08, 3.35it/s]
1/1 [==============================] - 0s 206ms/step
16%|█▌ | 1701/10770 [09:42<44:07, 3.42it/s]
1/1 [==============================] - 0s 204ms/step
16%|█▌ | 1702/10770 [09:42<44:38, 3.38it/s]
1/1 [==============================] - 0s 197ms/step
16%|█▌ | 1703/10770 [09:42<43:37, 3.46it/s]
1/1 [==============================] - 0s 211ms/step
16%|█▌ | 1704/10770 [09:42<43:17, 3.49it/s]
1/1 [==============================] - 0s 220ms/step
16%|█▌ | 1705/10770 [09:43<43:38, 3.46it/s]
1/1 [==============================] - 0s 216ms/step
16%|█▌ | 1706/10770 [09:43<43:41, 3.46it/s]
1/1 [==============================] - 0s 206ms/step
16%|█▌ | 1707/10770 [09:43<44:01, 3.43it/s]
1/1 [==============================] - 0s 208ms/step
16%|█▌ | 1708/10770 [09:44<43:36, 3.46it/s]
1/1 [==============================] - 0s 213ms/step
16%|█▌ | 1709/10770 [09:44<44:10, 3.42it/s]
1/1 [==============================] - 0s 200ms/step
16%|█▌ | 1710/10770 [09:44<43:21, 3.48it/s]
1/1 [==============================] - 0s 204ms/step
16%|█▌ | 1711/10770 [09:44<42:35, 3.54it/s]
1/1 [==============================] - 0s 219ms/step
16%|█▌ | 1712/10770 [09:45<42:44, 3.53it/s]
1/1 [==============================] - 0s 214ms/step
16%|█▌ | 1713/10770 [09:45<43:00, 3.51it/s]
1/1 [==============================] - 0s 205ms/step
16%|█▌ | 1714/10770 [09:45<42:27, 3.55it/s]
1/1 [==============================] - 0s 199ms/step
16%|█▌ | 1715/10770 [09:46<42:10, 3.58it/s]
1/1 [==============================] - 0s 218ms/step
16%|█▌ | 1716/10770 [09:46<42:42, 3.53it/s]
1/1 [==============================] - 0s 216ms/step
16%|█▌ | 1717/10770 [09:46<43:02, 3.51it/s]
1/1 [==============================] - 0s 201ms/step
16%|█▌ | 1718/10770 [09:46<43:07, 3.50it/s]
1/1 [==============================] - 0s 205ms/step
16%|█▌ | 1719/10770 [09:47<42:39, 3.54it/s]
1/1 [==============================] - 0s 207ms/step
16%|█▌ | 1720/10770 [09:47<43:20, 3.48it/s]
1/1 [==============================] - 0s 202ms/step
16%|█▌ | 1721/10770 [09:47<42:45, 3.53it/s]
1/1 [==============================] - 0s 208ms/step
16%|█▌ | 1722/10770 [09:48<42:54, 3.51it/s]
1/1 [==============================] - 0s 234ms/step
16%|█▌ | 1723/10770 [09:48<43:44, 3.45it/s]
1/1 [==============================] - 0s 201ms/step
16%|█▌ | 1724/10770 [09:48<43:34, 3.46it/s]
1/1 [==============================] - 0s 200ms/step
16%|█▌ | 1725/10770 [09:48<43:02, 3.50it/s]
1/1 [==============================] - 0s 202ms/step
16%|█▌ | 1726/10770 [09:49<42:29, 3.55it/s]
1/1 [==============================] - 0s 357ms/step
16%|█▌ | 1727/10770 [09:49<49:01, 3.07it/s]
1/1 [==============================] - 0s 358ms/step
16%|█▌ | 1728/10770 [09:50<55:17, 2.73it/s]
1/1 [==============================] - 0s 356ms/step
16%|█▌ | 1729/10770 [09:50<1:00:14, 2.50it/s]
1/1 [==============================] - 1s 522ms/step
16%|█▌ | 1730/10770 [09:51<1:13:05, 2.06it/s]
1/1 [==============================] - 0s 371ms/step
16%|█▌ | 1731/10770 [09:51<1:12:45, 2.07it/s]
1/1 [==============================] - 0s 355ms/step
16%|█▌ | 1732/10770 [09:52<1:12:24, 2.08it/s]
1/1 [==============================] - 0s 386ms/step
16%|█▌ | 1733/10770 [09:52<1:25:49, 1.76it/s]
1/1 [==============================] - 0s 367ms/step
16%|█▌ | 1734/10770 [09:53<1:32:55, 1.62it/s]
1/1 [==============================] - 0s 205ms/step
16%|█▌ | 1735/10770 [09:53<1:16:53, 1.96it/s]
1/1 [==============================] - 0s 198ms/step
16%|█▌ | 1736/10770 [09:54<1:06:12, 2.27it/s]
1/1 [==============================] - 0s 211ms/step
16%|█▌ | 1737/10770 [09:54<59:10, 2.54it/s]
1/1 [==============================] - 0s 223ms/step
16%|█▌ | 1738/10770 [09:54<55:02, 2.73it/s]
1/1 [==============================] - 0s 236ms/step
16%|█▌ | 1739/10770 [09:55<52:31, 2.87it/s]
1/1 [==============================] - 0s 221ms/step
16%|█▌ | 1740/10770 [09:55<50:37, 2.97it/s]
1/1 [==============================] - 0s 218ms/step
16%|█▌ | 1741/10770 [09:55<48:34, 3.10it/s]
1/1 [==============================] - 0s 199ms/step
16%|█▌ | 1742/10770 [09:55<46:53, 3.21it/s]
1/1 [==============================] - 0s 206ms/step
16%|█▌ | 1743/10770 [09:56<46:02, 3.27it/s]
1/1 [==============================] - 0s 214ms/step
16%|█▌ | 1744/10770 [09:56<45:06, 3.33it/s]
1/1 [==============================] - 0s 216ms/step
16%|█▌ | 1745/10770 [09:56<44:26, 3.39it/s]
1/1 [==============================] - 0s 202ms/step
16%|█▌ | 1746/10770 [09:57<43:14, 3.48it/s]
1/1 [==============================] - 0s 209ms/step
16%|█▌ | 1747/10770 [09:57<42:42, 3.52it/s]
1/1 [==============================] - 0s 199ms/step
16%|█▌ | 1748/10770 [09:57<42:13, 3.56it/s]
1/1 [==============================] - 0s 210ms/step
16%|█▌ | 1749/10770 [09:57<42:27, 3.54it/s]
1/1 [==============================] - 0s 194ms/step
16%|█▌ | 1750/10770 [09:58<41:38, 3.61it/s]
1/1 [==============================] - 0s 210ms/step
16%|█▋ | 1751/10770 [09:58<42:23, 3.55it/s]
1/1 [==============================] - 0s 230ms/step
16%|█▋ | 1752/10770 [09:58<43:52, 3.43it/s]
1/1 [==============================] - 0s 204ms/step
16%|█▋ | 1753/10770 [09:59<43:07, 3.48it/s]
1/1 [==============================] - 0s 215ms/step
16%|█▋ | 1754/10770 [09:59<43:00, 3.49it/s]
1/1 [==============================] - 0s 211ms/step
16%|█▋ | 1755/10770 [09:59<43:01, 3.49it/s]
1/1 [==============================] - 0s 217ms/step
16%|█▋ | 1756/10770 [09:59<43:13, 3.48it/s]
1/1 [==============================] - 0s 199ms/step
16%|█▋ | 1757/10770 [10:00<42:38, 3.52it/s]
1/1 [==============================] - 0s 203ms/step
16%|█▋ | 1758/10770 [10:00<43:00, 3.49it/s]
1/1 [==============================] - 0s 207ms/step
16%|█▋ | 1759/10770 [10:00<42:45, 3.51it/s]
1/1 [==============================] - 0s 206ms/step
16%|█▋ | 1760/10770 [10:01<43:22, 3.46it/s]
1/1 [==============================] - 0s 216ms/step
16%|█▋ | 1761/10770 [10:01<43:40, 3.44it/s]
1/1 [==============================] - 0s 210ms/step
16%|█▋ | 1762/10770 [10:01<43:57, 3.42it/s]
1/1 [==============================] - 0s 226ms/step
16%|█▋ | 1763/10770 [10:02<44:16, 3.39it/s]
1/1 [==============================] - 0s 216ms/step
16%|█▋ | 1764/10770 [10:02<44:24, 3.38it/s]
1/1 [==============================] - 0s 216ms/step
16%|█▋ | 1765/10770 [10:02<44:36, 3.37it/s]
1/1 [==============================] - 0s 206ms/step
16%|█▋ | 1766/10770 [10:02<43:51, 3.42it/s]
1/1 [==============================] - 0s 204ms/step
16%|█▋ | 1767/10770 [10:03<44:07, 3.40it/s]
1/1 [==============================] - 0s 215ms/step
16%|█▋ | 1768/10770 [10:03<44:06, 3.40it/s]
1/1 [==============================] - 0s 313ms/step
16%|█▋ | 1769/10770 [10:03<48:30, 3.09it/s]
1/1 [==============================] - 0s 370ms/step
16%|█▋ | 1770/10770 [10:04<54:58, 2.73it/s]
1/1 [==============================] - 0s 383ms/step
16%|█▋ | 1771/10770 [10:04<1:01:26, 2.44it/s]
1/1 [==============================] - 0s 365ms/step
16%|█▋ | 1772/10770 [10:05<1:04:19, 2.33it/s]
1/1 [==============================] - 0s 352ms/step
16%|█▋ | 1773/10770 [10:06<1:20:11, 1.87it/s]
1/1 [==============================] - 0s 373ms/step
16%|█▋ | 1774/10770 [10:06<1:16:50, 1.95it/s]
1/1 [==============================] - 0s 350ms/step
16%|█▋ | 1775/10770 [10:06<1:13:17, 2.05it/s]
1/1 [==============================] - 0s 378ms/step
16%|█▋ | 1776/10770 [10:07<1:25:32, 1.75it/s]
1/1 [==============================] - 0s 204ms/step
16%|█▋ | 1777/10770 [10:08<1:12:31, 2.07it/s]
1/1 [==============================] - 0s 226ms/step
17%|█▋ | 1778/10770 [10:08<1:04:25, 2.33it/s]
1/1 [==============================] - 0s 216ms/step
17%|█▋ | 1779/10770 [10:08<58:26, 2.56it/s]
1/1 [==============================] - 0s 209ms/step
17%|█▋ | 1780/10770 [10:08<53:25, 2.80it/s]
1/1 [==============================] - 0s 201ms/step
17%|█▋ | 1781/10770 [10:09<50:12, 2.98it/s]
1/1 [==============================] - 0s 210ms/step
17%|█▋ | 1782/10770 [10:09<48:56, 3.06it/s]
1/1 [==============================] - 0s 201ms/step
17%|█▋ | 1783/10770 [10:09<46:48, 3.20it/s]
1/1 [==============================] - 0s 202ms/step
17%|█▋ | 1784/10770 [10:10<45:59, 3.26it/s]
1/1 [==============================] - 0s 239ms/step
17%|█▋ | 1785/10770 [10:10<46:34, 3.22it/s]
1/1 [==============================] - 0s 204ms/step
17%|█▋ | 1786/10770 [10:10<45:25, 3.30it/s]
1/1 [==============================] - 0s 200ms/step
17%|█▋ | 1787/10770 [10:10<44:12, 3.39it/s]
1/1 [==============================] - 0s 200ms/step
17%|█▋ | 1788/10770 [10:11<43:15, 3.46it/s]
1/1 [==============================] - 0s 231ms/step
17%|█▋ | 1789/10770 [10:11<44:02, 3.40it/s]
1/1 [==============================] - 0s 206ms/step
17%|█▋ | 1790/10770 [10:11<43:27, 3.44it/s]
1/1 [==============================] - 0s 206ms/step
17%|█▋ | 1791/10770 [10:12<43:13, 3.46it/s]
1/1 [==============================] - 0s 215ms/step
17%|█▋ | 1792/10770 [10:12<47:38, 3.14it/s]
1/1 [==============================] - 0s 210ms/step
17%|█▋ | 1793/10770 [10:12<45:37, 3.28it/s]
1/1 [==============================] - 0s 203ms/step
17%|█▋ | 1794/10770 [10:13<44:32, 3.36it/s]
1/1 [==============================] - 0s 207ms/step
17%|█▋ | 1795/10770 [10:13<44:04, 3.39it/s]
1/1 [==============================] - 0s 224ms/step
17%|█▋ | 1796/10770 [10:13<44:14, 3.38it/s]
1/1 [==============================] - 0s 207ms/step
17%|█▋ | 1797/10770 [10:13<44:03, 3.39it/s]
1/1 [==============================] - 0s 205ms/step
17%|█▋ | 1798/10770 [10:14<44:04, 3.39it/s]
1/1 [==============================] - 0s 237ms/step
17%|█▋ | 1799/10770 [10:14<44:45, 3.34it/s]
1/1 [==============================] - 0s 202ms/step
17%|█▋ | 1800/10770 [10:14<43:55, 3.40it/s]
1/1 [==============================] - 0s 211ms/step
17%|█▋ | 1801/10770 [10:15<43:20, 3.45it/s]
1/1 [==============================] - 0s 203ms/step
17%|█▋ | 1802/10770 [10:15<43:10, 3.46it/s]
1/1 [==============================] - 0s 224ms/step
17%|█▋ | 1803/10770 [10:15<43:35, 3.43it/s]
1/1 [==============================] - 0s 202ms/step
17%|█▋ | 1804/10770 [10:15<42:55, 3.48it/s]
1/1 [==============================] - 0s 206ms/step
17%|█▋ | 1805/10770 [10:16<42:38, 3.50it/s]
1/1 [==============================] - 0s 224ms/step
17%|█▋ | 1806/10770 [10:16<48:18, 3.09it/s]
1/1 [==============================] - 0s 203ms/step
17%|█▋ | 1807/10770 [10:16<45:49, 3.26it/s]
1/1 [==============================] - 0s 205ms/step
17%|█▋ | 1808/10770 [10:17<44:36, 3.35it/s]
1/1 [==============================] - 0s 208ms/step
17%|█▋ | 1809/10770 [10:17<43:49, 3.41it/s]
1/1 [==============================] - 0s 226ms/step
17%|█▋ | 1810/10770 [10:17<44:18, 3.37it/s]
1/1 [==============================] - 0s 336ms/step
17%|█▋ | 1811/10770 [10:18<49:54, 2.99it/s]
1/1 [==============================] - 0s 378ms/step
17%|█▋ | 1812/10770 [10:18<57:21, 2.60it/s]
1/1 [==============================] - 0s 370ms/step
17%|█▋ | 1813/10770 [10:19<1:01:45, 2.42it/s]
1/1 [==============================] - 0s 346ms/step
17%|█▋ | 1814/10770 [10:19<1:17:30, 1.93it/s]
1/1 [==============================] - 0s 356ms/step
17%|█▋ | 1815/10770 [10:20<1:13:53, 2.02it/s]
1/1 [==============================] - 0s 385ms/step
17%|█▋ | 1816/10770 [10:20<1:13:54, 2.02it/s]
1/1 [==============================] - 0s 374ms/step
17%|█▋ | 1817/10770 [10:21<1:27:22, 1.71it/s]
1/1 [==============================] - 0s 229ms/step
17%|█▋ | 1818/10770 [10:22<1:15:39, 1.97it/s]
1/1 [==============================] - 0s 211ms/step
17%|█▋ | 1819/10770 [10:22<1:05:25, 2.28it/s]
1/1 [==============================] - 0s 205ms/step
17%|█▋ | 1820/10770 [10:22<58:28, 2.55it/s]
1/1 [==============================] - 0s 208ms/step
17%|█▋ | 1821/10770 [10:22<59:00, 2.53it/s]
1/1 [==============================] - 0s 197ms/step
17%|█▋ | 1822/10770 [10:23<52:48, 2.82it/s]
1/1 [==============================] - 0s 204ms/step
17%|█▋ | 1823/10770 [10:23<49:28, 3.01it/s]
1/1 [==============================] - 0s 204ms/step
17%|█▋ | 1824/10770 [10:23<47:22, 3.15it/s]
1/1 [==============================] - 0s 228ms/step
17%|█▋ | 1825/10770 [10:24<46:38, 3.20it/s]
1/1 [==============================] - 0s 223ms/step
17%|█▋ | 1826/10770 [10:24<45:53, 3.25it/s]
1/1 [==============================] - 0s 223ms/step
17%|█▋ | 1827/10770 [10:24<45:11, 3.30it/s]
1/1 [==============================] - 0s 218ms/step
17%|█▋ | 1828/10770 [10:24<45:13, 3.30it/s]
1/1 [==============================] - 0s 222ms/step
17%|█▋ | 1829/10770 [10:25<45:19, 3.29it/s]
1/1 [==============================] - 0s 216ms/step
17%|█▋ | 1830/10770 [10:25<44:42, 3.33it/s]
1/1 [==============================] - 0s 203ms/step
17%|█▋ | 1831/10770 [10:25<43:54, 3.39it/s]
1/1 [==============================] - 0s 216ms/step
17%|█▋ | 1832/10770 [10:26<43:43, 3.41it/s]
1/1 [==============================] - 0s 200ms/step
17%|█▋ | 1833/10770 [10:26<42:37, 3.49it/s]
1/1 [==============================] - 0s 212ms/step
17%|█▋ | 1834/10770 [10:26<42:22, 3.51it/s]
1/1 [==============================] - 0s 203ms/step
17%|█▋ | 1835/10770 [10:26<41:52, 3.56it/s]
1/1 [==============================] - 0s 201ms/step
17%|█▋ | 1836/10770 [10:27<42:27, 3.51it/s]
1/1 [==============================] - 0s 207ms/step
17%|█▋ | 1837/10770 [10:27<42:55, 3.47it/s]
1/1 [==============================] - 0s 205ms/step
17%|█▋ | 1838/10770 [10:27<42:28, 3.50it/s]
1/1 [==============================] - 0s 217ms/step
17%|█▋ | 1839/10770 [10:28<43:07, 3.45it/s]
1/1 [==============================] - 0s 213ms/step
17%|█▋ | 1840/10770 [10:28<42:52, 3.47it/s]
1/1 [==============================] - 0s 215ms/step
17%|█▋ | 1841/10770 [10:28<42:57, 3.46it/s]
1/1 [==============================] - 0s 207ms/step
17%|█▋ | 1842/10770 [10:29<43:13, 3.44it/s]
1/1 [==============================] - 0s 214ms/step
17%|█▋ | 1843/10770 [10:29<43:28, 3.42it/s]
1/1 [==============================] - 0s 212ms/step
17%|█▋ | 1844/10770 [10:29<42:58, 3.46it/s]
1/1 [==============================] - 0s 206ms/step
17%|█▋ | 1845/10770 [10:29<42:28, 3.50it/s]
1/1 [==============================] - 0s 221ms/step
17%|█▋ | 1846/10770 [10:30<42:54, 3.47it/s]
1/1 [==============================] - 0s 203ms/step
17%|█▋ | 1847/10770 [10:30<42:07, 3.53it/s]
1/1 [==============================] - 0s 211ms/step
17%|█▋ | 1848/10770 [10:30<42:40, 3.49it/s]
1/1 [==============================] - 0s 207ms/step
17%|█▋ | 1849/10770 [10:31<42:15, 3.52it/s]
1/1 [==============================] - 0s 227ms/step
17%|█▋ | 1850/10770 [10:31<43:41, 3.40it/s]
1/1 [==============================] - 0s 210ms/step
17%|█▋ | 1851/10770 [10:31<43:07, 3.45it/s]
1/1 [==============================] - 0s 270ms/step
17%|█▋ | 1852/10770 [10:31<45:48, 3.24it/s]
1/1 [==============================] - 0s 375ms/step
17%|█▋ | 1853/10770 [10:32<53:38, 2.77it/s]
1/1 [==============================] - 0s 386ms/step
17%|█▋ | 1854/10770 [10:32<59:50, 2.48it/s]
1/1 [==============================] - 0s 372ms/step
17%|█▋ | 1855/10770 [10:33<1:03:57, 2.32it/s]
1/1 [==============================] - 0s 355ms/step
17%|█▋ | 1856/10770 [10:33<1:06:30, 2.23it/s]
1/1 [==============================] - 0s 379ms/step
17%|█▋ | 1857/10770 [10:34<1:08:33, 2.17it/s]
1/1 [==============================] - 0s 406ms/step
17%|█▋ | 1858/10770 [10:34<1:09:47, 2.13it/s]
1/1 [==============================] - 0s 389ms/step
17%|█▋ | 1859/10770 [10:35<1:23:10, 1.79it/s]
1/1 [==============================] - 0s 337ms/step
17%|█▋ | 1860/10770 [10:36<1:16:51, 1.93it/s]
1/1 [==============================] - 0s 202ms/step
17%|█▋ | 1861/10770 [10:36<1:08:27, 2.17it/s]
1/1 [==============================] - 0s 213ms/step
17%|█▋ | 1862/10770 [10:36<1:01:56, 2.40it/s]
1/1 [==============================] - 0s 208ms/step
17%|█▋ | 1863/10770 [10:37<55:47, 2.66it/s]
1/1 [==============================] - 0s 202ms/step
17%|█▋ | 1864/10770 [10:37<51:42, 2.87it/s]
1/1 [==============================] - 0s 222ms/step
17%|█▋ | 1865/10770 [10:37<49:33, 2.99it/s]
1/1 [==============================] - 0s 206ms/step
17%|█▋ | 1866/10770 [10:37<47:20, 3.13it/s]
1/1 [==============================] - 0s 207ms/step
17%|█▋ | 1867/10770 [10:38<45:43, 3.25it/s]
1/1 [==============================] - 0s 217ms/step
17%|█▋ | 1868/10770 [10:38<44:54, 3.30it/s]
1/1 [==============================] - 0s 224ms/step
17%|█▋ | 1869/10770 [10:38<44:44, 3.32it/s]
1/1 [==============================] - 0s 200ms/step
17%|█▋ | 1870/10770 [10:39<43:17, 3.43it/s]
1/1 [==============================] - 0s 214ms/step
17%|█▋ | 1871/10770 [10:39<42:46, 3.47it/s]
1/1 [==============================] - 0s 211ms/step
17%|█▋ | 1872/10770 [10:39<47:59, 3.09it/s]
1/1 [==============================] - 0s 203ms/step
17%|█▋ | 1873/10770 [10:39<45:27, 3.26it/s]
1/1 [==============================] - 0s 204ms/step
17%|█▋ | 1874/10770 [10:40<44:12, 3.35it/s]
1/1 [==============================] - 0s 204ms/step
17%|█▋ | 1875/10770 [10:40<43:19, 3.42it/s]
1/1 [==============================] - 0s 224ms/step
17%|█▋ | 1876/10770 [10:40<43:25, 3.41it/s]
1/1 [==============================] - 0s 202ms/step
17%|█▋ | 1877/10770 [10:41<42:27, 3.49it/s]
1/1 [==============================] - 0s 208ms/step
17%|█▋ | 1878/10770 [10:41<42:00, 3.53it/s]
1/1 [==============================] - 0s 204ms/step
17%|█▋ | 1879/10770 [10:41<41:40, 3.56it/s]
1/1 [==============================] - 0s 205ms/step
17%|█▋ | 1880/10770 [10:41<42:37, 3.48it/s]
1/1 [==============================] - 0s 207ms/step
17%|█▋ | 1881/10770 [10:42<41:59, 3.53it/s]
1/1 [==============================] - 0s 207ms/step
17%|█▋ | 1882/10770 [10:42<41:56, 3.53it/s]
1/1 [==============================] - 0s 228ms/step
17%|█▋ | 1883/10770 [10:42<43:12, 3.43it/s]
1/1 [==============================] - 0s 204ms/step
17%|█▋ | 1884/10770 [10:43<42:27, 3.49it/s]
1/1 [==============================] - 0s 215ms/step
18%|█▊ | 1885/10770 [10:43<42:34, 3.48it/s]
1/1 [==============================] - 0s 205ms/step
18%|█▊ | 1886/10770 [10:43<41:54, 3.53it/s]
1/1 [==============================] - 0s 224ms/step
18%|█▊ | 1887/10770 [10:43<42:42, 3.47it/s]
1/1 [==============================] - 0s 201ms/step
18%|█▊ | 1888/10770 [10:44<41:59, 3.52it/s]
1/1 [==============================] - 0s 201ms/step
18%|█▊ | 1889/10770 [10:44<41:42, 3.55it/s]
1/1 [==============================] - 0s 218ms/step
18%|█▊ | 1890/10770 [10:44<42:00, 3.52it/s]
1/1 [==============================] - 0s 203ms/step
18%|█▊ | 1891/10770 [10:45<42:08, 3.51it/s]
1/1 [==============================] - 0s 211ms/step
18%|█▊ | 1892/10770 [10:45<42:01, 3.52it/s]
1/1 [==============================] - 0s 203ms/step
18%|█▊ | 1893/10770 [10:45<41:39, 3.55it/s]
1/1 [==============================] - 0s 223ms/step
18%|█▊ | 1894/10770 [10:45<43:02, 3.44it/s]
1/1 [==============================] - 0s 230ms/step
18%|█▊ | 1895/10770 [10:46<43:30, 3.40it/s]
1/1 [==============================] - 0s 347ms/step
18%|█▊ | 1896/10770 [10:47<1:04:48, 2.28it/s]
1/1 [==============================] - 0s 354ms/step
18%|█▊ | 1897/10770 [10:47<1:03:48, 2.32it/s]
1/1 [==============================] - 0s 369ms/step
18%|█▊ | 1898/10770 [10:47<1:04:04, 2.31it/s]
1/1 [==============================] - 0s 351ms/step
18%|█▊ | 1899/10770 [10:48<1:06:07, 2.24it/s]
1/1 [==============================] - 0s 375ms/step
18%|█▊ | 1900/10770 [10:49<1:21:06, 1.82it/s]
1/1 [==============================] - 0s 346ms/step
18%|█▊ | 1901/10770 [10:49<1:16:21, 1.94it/s]
1/1 [==============================] - 0s 349ms/step
18%|█▊ | 1902/10770 [10:50<1:27:24, 1.69it/s]
1/1 [==============================] - 0s 198ms/step
18%|█▊ | 1903/10770 [10:50<1:12:43, 2.03it/s]
1/1 [==============================] - 0s 205ms/step
18%|█▊ | 1904/10770 [10:50<1:03:38, 2.32it/s]
1/1 [==============================] - 0s 220ms/step
18%|█▊ | 1905/10770 [10:51<58:19, 2.53it/s]
1/1 [==============================] - 0s 217ms/step
18%|█▊ | 1906/10770 [10:51<53:54, 2.74it/s]
1/1 [==============================] - 0s 204ms/step
18%|█▊ | 1907/10770 [10:51<50:10, 2.94it/s]
1/1 [==============================] - 0s 201ms/step
18%|█▊ | 1908/10770 [10:52<47:33, 3.11it/s]
1/1 [==============================] - 0s 222ms/step
18%|█▊ | 1909/10770 [10:52<46:51, 3.15it/s]
1/1 [==============================] - 0s 203ms/step
18%|█▊ | 1910/10770 [10:52<44:58, 3.28it/s]
1/1 [==============================] - 0s 206ms/step
18%|█▊ | 1911/10770 [10:52<44:05, 3.35it/s]
1/1 [==============================] - 0s 217ms/step
18%|█▊ | 1912/10770 [10:53<43:50, 3.37it/s]
1/1 [==============================] - 0s 207ms/step
18%|█▊ | 1913/10770 [10:53<43:12, 3.42it/s]
1/1 [==============================] - 0s 205ms/step
18%|█▊ | 1914/10770 [10:53<42:51, 3.44it/s]
1/1 [==============================] - 0s 206ms/step
18%|█▊ | 1915/10770 [10:54<42:22, 3.48it/s]
1/1 [==============================] - 0s 224ms/step
18%|█▊ | 1916/10770 [10:54<47:35, 3.10it/s]
1/1 [==============================] - 0s 205ms/step
18%|█▊ | 1917/10770 [10:54<45:17, 3.26it/s]
1/1 [==============================] - 0s 219ms/step
18%|█▊ | 1918/10770 [10:55<45:07, 3.27it/s]
1/1 [==============================] - 0s 253ms/step
18%|█▊ | 1919/10770 [10:55<45:48, 3.22it/s]
1/1 [==============================] - 0s 207ms/step
18%|█▊ | 1920/10770 [10:55<44:26, 3.32it/s]
1/1 [==============================] - 0s 221ms/step
18%|█▊ | 1921/10770 [10:55<44:07, 3.34it/s]
1/1 [==============================] - 0s 205ms/step
18%|█▊ | 1922/10770 [10:56<43:03, 3.43it/s]
1/1 [==============================] - 0s 220ms/step
18%|█▊ | 1923/10770 [10:56<43:37, 3.38it/s]
1/1 [==============================] - 0s 204ms/step
18%|█▊ | 1924/10770 [10:56<42:57, 3.43it/s]
1/1 [==============================] - 0s 198ms/step
18%|█▊ | 1925/10770 [10:57<41:56, 3.51it/s]
1/1 [==============================] - 0s 228ms/step
18%|█▊ | 1926/10770 [10:57<42:34, 3.46it/s]
1/1 [==============================] - 0s 203ms/step
18%|█▊ | 1927/10770 [10:57<42:30, 3.47it/s]
1/1 [==============================] - 0s 203ms/step
18%|█▊ | 1928/10770 [10:57<42:17, 3.48it/s]
1/1 [==============================] - 0s 202ms/step
18%|█▊ | 1929/10770 [10:58<41:50, 3.52it/s]
1/1 [==============================] - 0s 225ms/step
18%|█▊ | 1930/10770 [10:58<42:18, 3.48it/s]
1/1 [==============================] - 0s 212ms/step
18%|█▊ | 1931/10770 [10:58<42:03, 3.50it/s]
1/1 [==============================] - 0s 205ms/step
18%|█▊ | 1932/10770 [10:59<41:36, 3.54it/s]
1/1 [==============================] - 0s 208ms/step
18%|█▊ | 1933/10770 [10:59<41:23, 3.56it/s]
1/1 [==============================] - 0s 211ms/step
18%|█▊ | 1934/10770 [10:59<41:44, 3.53it/s]
1/1 [==============================] - 0s 207ms/step
18%|█▊ | 1935/10770 [10:59<41:59, 3.51it/s]
1/1 [==============================] - 0s 203ms/step
18%|█▊ | 1936/10770 [11:00<41:28, 3.55it/s]
1/1 [==============================] - 0s 361ms/step
18%|█▊ | 1937/10770 [11:00<50:01, 2.94it/s]
1/1 [==============================] - 0s 371ms/step
18%|█▊ | 1938/10770 [11:01<56:35, 2.60it/s]
1/1 [==============================] - 0s 375ms/step
18%|█▊ | 1939/10770 [11:01<1:14:39, 1.97it/s]
1/1 [==============================] - 0s 366ms/step
18%|█▊ | 1940/10770 [11:02<1:24:30, 1.74it/s]
1/1 [==============================] - 0s 371ms/step
18%|█▊ | 1941/10770 [11:03<1:18:40, 1.87it/s]
1/1 [==============================] - 0s 381ms/step
18%|█▊ | 1942/10770 [11:03<1:16:20, 1.93it/s]
1/1 [==============================] - 0s 378ms/step
18%|█▊ | 1943/10770 [11:04<1:26:57, 1.69it/s]
1/1 [==============================] - 0s 208ms/step
18%|█▊ | 1944/10770 [11:04<1:12:48, 2.02it/s]
1/1 [==============================] - 0s 212ms/step
18%|█▊ | 1945/10770 [11:04<1:04:15, 2.29it/s]
1/1 [==============================] - 0s 214ms/step
18%|█▊ | 1946/10770 [11:05<57:27, 2.56it/s]
1/1 [==============================] - 0s 209ms/step
18%|█▊ | 1947/10770 [11:05<52:36, 2.80it/s]
1/1 [==============================] - 0s 227ms/step
18%|█▊ | 1948/10770 [11:05<49:50, 2.95it/s]
1/1 [==============================] - 0s 208ms/step
18%|█▊ | 1949/10770 [11:06<48:07, 3.06it/s]
1/1 [==============================] - 0s 213ms/step
18%|█▊ | 1950/10770 [11:06<46:21, 3.17it/s]
1/1 [==============================] - 0s 207ms/step
18%|█▊ | 1951/10770 [11:06<45:09, 3.26it/s]
1/1 [==============================] - 0s 215ms/step
18%|█▊ | 1952/10770 [11:07<44:49, 3.28it/s]
1/1 [==============================] - 0s 199ms/step
18%|█▊ | 1953/10770 [11:07<43:10, 3.40it/s]
1/1 [==============================] - 0s 200ms/step
18%|█▊ | 1954/10770 [11:07<42:47, 3.43it/s]
1/1 [==============================] - 0s 218ms/step
18%|█▊ | 1955/10770 [11:07<42:49, 3.43it/s]
1/1 [==============================] - 0s 205ms/step
18%|█▊ | 1956/10770 [11:08<42:29, 3.46it/s]
1/1 [==============================] - 0s 216ms/step
18%|█▊ | 1957/10770 [11:08<42:20, 3.47it/s]
1/1 [==============================] - 0s 209ms/step
18%|█▊ | 1958/10770 [11:08<41:55, 3.50it/s]
1/1 [==============================] - 0s 228ms/step
18%|█▊ | 1959/10770 [11:09<42:38, 3.44it/s]
1/1 [==============================] - 0s 206ms/step
18%|█▊ | 1960/10770 [11:09<47:44, 3.08it/s]
1/1 [==============================] - 0s 199ms/step
18%|█▊ | 1961/10770 [11:09<45:01, 3.26it/s]
1/1 [==============================] - 0s 227ms/step
18%|█▊ | 1962/10770 [11:09<44:45, 3.28it/s]
1/1 [==============================] - 0s 206ms/step
18%|█▊ | 1963/10770 [11:10<43:37, 3.36it/s]
1/1 [==============================] - 0s 207ms/step
18%|█▊ | 1964/10770 [11:10<43:25, 3.38it/s]
1/1 [==============================] - 0s 209ms/step
18%|█▊ | 1965/10770 [11:10<42:52, 3.42it/s]
1/1 [==============================] - 0s 222ms/step
18%|█▊ | 1966/10770 [11:11<43:02, 3.41it/s]
1/1 [==============================] - 0s 206ms/step
18%|█▊ | 1967/10770 [11:11<42:21, 3.46it/s]
1/1 [==============================] - 0s 200ms/step
18%|█▊ | 1968/10770 [11:11<41:30, 3.53it/s]
1/1 [==============================] - 0s 209ms/step
18%|█▊ | 1969/10770 [11:11<41:20, 3.55it/s]
1/1 [==============================] - 0s 207ms/step
18%|█▊ | 1970/10770 [11:12<42:11, 3.48it/s]
1/1 [==============================] - 0s 203ms/step
18%|█▊ | 1971/10770 [11:12<47:40, 3.08it/s]
1/1 [==============================] - 0s 203ms/step
18%|█▊ | 1972/10770 [11:12<45:26, 3.23it/s]
1/1 [==============================] - 0s 218ms/step
18%|█▊ | 1973/10770 [11:13<44:35, 3.29it/s]
1/1 [==============================] - 0s 206ms/step
18%|█▊ | 1974/10770 [11:13<43:43, 3.35it/s]
1/1 [==============================] - 0s 205ms/step
18%|█▊ | 1975/10770 [11:13<43:03, 3.40it/s]
1/1 [==============================] - 0s 208ms/step
18%|█▊ | 1976/10770 [11:14<42:41, 3.43it/s]
1/1 [==============================] - 0s 270ms/step
18%|█▊ | 1977/10770 [11:14<45:23, 3.23it/s]
1/1 [==============================] - 0s 339ms/step
18%|█▊ | 1978/10770 [11:14<51:30, 2.84it/s]
1/1 [==============================] - 0s 371ms/step
18%|█▊ | 1979/10770 [11:15<58:04, 2.52it/s]
1/1 [==============================] - 0s 372ms/step
18%|█▊ | 1980/10770 [11:16<1:14:07, 1.98it/s]
1/1 [==============================] - 0s 369ms/step
18%|█▊ | 1981/10770 [11:16<1:11:38, 2.04it/s]
1/1 [==============================] - 0s 362ms/step
18%|█▊ | 1982/10770 [11:17<1:12:01, 2.03it/s]
1/1 [==============================] - 0s 394ms/step
18%|█▊ | 1983/10770 [11:17<1:12:16, 2.03it/s]
1/1 [==============================] - 0s 389ms/step
18%|█▊ | 1984/10770 [11:18<1:11:51, 2.04it/s]
1/1 [==============================] - 0s 367ms/step
18%|█▊ | 1985/10770 [11:18<1:11:04, 2.06it/s]
1/1 [==============================] - 0s 254ms/step
18%|█▊ | 1986/10770 [11:18<1:06:24, 2.20it/s]
1/1 [==============================] - 0s 203ms/step
18%|█▊ | 1987/10770 [11:19<58:35, 2.50it/s]
1/1 [==============================] - 0s 224ms/step
18%|█▊ | 1988/10770 [11:19<54:13, 2.70it/s]
1/1 [==============================] - 0s 214ms/step
18%|█▊ | 1989/10770 [11:19<50:54, 2.88it/s]
1/1 [==============================] - 0s 206ms/step
18%|█▊ | 1990/10770 [11:20<47:47, 3.06it/s]
1/1 [==============================] - 0s 206ms/step
18%|█▊ | 1991/10770 [11:20<45:40, 3.20it/s]
1/1 [==============================] - 0s 214ms/step
18%|█▊ | 1992/10770 [11:20<45:31, 3.21it/s]
1/1 [==============================] - 0s 205ms/step
19%|█▊ | 1993/10770 [11:20<44:37, 3.28it/s]
1/1 [==============================] - 0s 206ms/step
19%|█▊ | 1994/10770 [11:21<43:52, 3.33it/s]
1/1 [==============================] - 0s 212ms/step
19%|█▊ | 1995/10770 [11:21<43:48, 3.34it/s]
1/1 [==============================] - 0s 202ms/step
19%|█▊ | 1996/10770 [11:21<42:49, 3.42it/s]
1/1 [==============================] - 0s 202ms/step
19%|█▊ | 1997/10770 [11:22<42:16, 3.46it/s]
1/1 [==============================] - 0s 206ms/step
19%|█▊ | 1998/10770 [11:22<41:40, 3.51it/s]
1/1 [==============================] - 0s 231ms/step
19%|█▊ | 1999/10770 [11:22<42:22, 3.45it/s]
1/1 [==============================] - 0s 216ms/step
19%|█▊ | 2000/10770 [11:23<47:12, 3.10it/s]
1/1 [==============================] - 0s 211ms/step
19%|█▊ | 2001/10770 [11:23<45:07, 3.24it/s]
1/1 [==============================] - 0s 227ms/step
19%|█▊ | 2002/10770 [11:23<44:55, 3.25it/s]
1/1 [==============================] - 0s 210ms/step
19%|█▊ | 2003/10770 [11:23<44:13, 3.30it/s]
1/1 [==============================] - 0s 207ms/step
19%|█▊ | 2004/10770 [11:24<44:08, 3.31it/s]
1/1 [==============================] - 0s 214ms/step
19%|█▊ | 2005/10770 [11:24<43:54, 3.33it/s]
1/1 [==============================] - 0s 212ms/step
19%|█▊ | 2006/10770 [11:24<44:10, 3.31it/s]
1/1 [==============================] - 0s 203ms/step
19%|█▊ | 2007/10770 [11:25<43:24, 3.36it/s]
1/1 [==============================] - 0s 249ms/step
19%|█▊ | 2008/10770 [11:25<44:33, 3.28it/s]
1/1 [==============================] - 0s 225ms/step
19%|█▊ | 2009/10770 [11:25<44:22, 3.29it/s]
1/1 [==============================] - 0s 205ms/step
19%|█▊ | 2010/10770 [11:26<43:18, 3.37it/s]
1/1 [==============================] - 0s 225ms/step
19%|█▊ | 2011/10770 [11:26<43:22, 3.37it/s]
1/1 [==============================] - 0s 209ms/step
19%|█▊ | 2012/10770 [11:26<42:46, 3.41it/s]
1/1 [==============================] - 0s 211ms/step
19%|█▊ | 2013/10770 [11:26<43:09, 3.38it/s]
1/1 [==============================] - 0s 208ms/step
19%|█▊ | 2014/10770 [11:27<42:33, 3.43it/s]
1/1 [==============================] - 0s 221ms/step
19%|█▊ | 2015/10770 [11:27<43:53, 3.32it/s]
1/1 [==============================] - 0s 229ms/step
19%|█▊ | 2016/10770 [11:27<44:15, 3.30it/s]
1/1 [==============================] - 0s 209ms/step
19%|█▊ | 2017/10770 [11:28<48:29, 3.01it/s]
1/1 [==============================] - 0s 210ms/step
19%|█▊ | 2018/10770 [11:28<46:06, 3.16it/s]
1/1 [==============================] - 0s 254ms/step
19%|█▊ | 2019/10770 [11:28<50:16, 2.90it/s]
1/1 [==============================] - 0s 368ms/step
19%|█▉ | 2020/10770 [11:29<55:38, 2.62it/s]
1/1 [==============================] - 0s 394ms/step
19%|█▉ | 2021/10770 [11:29<1:00:12, 2.42it/s]
1/1 [==============================] - 0s 375ms/step
19%|█▉ | 2022/10770 [11:30<1:03:16, 2.30it/s]
1/1 [==============================] - 0s 356ms/step
19%|█▉ | 2023/10770 [11:30<1:03:18, 2.30it/s]
1/1 [==============================] - 0s 374ms/step
19%|█▉ | 2024/10770 [11:31<1:18:51, 1.85it/s]
1/1 [==============================] - 0s 360ms/step
19%|█▉ | 2025/10770 [11:32<1:14:41, 1.95it/s]
1/1 [==============================] - 0s 362ms/step
19%|█▉ | 2026/10770 [11:32<1:13:23, 1.99it/s]
1/1 [==============================] - 0s 381ms/step
19%|█▉ | 2027/10770 [11:32<1:11:52, 2.03it/s]
1/1 [==============================] - 0s 276ms/step
19%|█▉ | 2028/10770 [11:33<1:07:21, 2.16it/s]
1/1 [==============================] - 0s 203ms/step
19%|█▉ | 2029/10770 [11:33<59:08, 2.46it/s]
1/1 [==============================] - 0s 210ms/step
19%|█▉ | 2030/10770 [11:33<53:47, 2.71it/s]
1/1 [==============================] - 0s 218ms/step
19%|█▉ | 2031/10770 [11:34<50:29, 2.88it/s]
1/1 [==============================] - 0s 218ms/step
19%|█▉ | 2032/10770 [11:34<48:00, 3.03it/s]
1/1 [==============================] - 0s 210ms/step
19%|█▉ | 2033/10770 [11:34<46:09, 3.15it/s]
1/1 [==============================] - 0s 206ms/step
19%|█▉ | 2034/10770 [11:35<44:31, 3.27it/s]
1/1 [==============================] - 0s 210ms/step
19%|█▉ | 2035/10770 [11:35<44:29, 3.27it/s]
1/1 [==============================] - 0s 207ms/step
19%|█▉ | 2036/10770 [11:35<48:21, 3.01it/s]
1/1 [==============================] - 0s 202ms/step
19%|█▉ | 2037/10770 [11:36<46:02, 3.16it/s]
1/1 [==============================] - 0s 227ms/step
19%|█▉ | 2038/10770 [11:36<45:14, 3.22it/s]
1/1 [==============================] - 0s 212ms/step
19%|█▉ | 2039/10770 [11:36<43:57, 3.31it/s]
1/1 [==============================] - 0s 205ms/step
19%|█▉ | 2040/10770 [11:36<43:06, 3.38it/s]
1/1 [==============================] - 0s 202ms/step
19%|█▉ | 2041/10770 [11:37<42:01, 3.46it/s]
1/1 [==============================] - 0s 227ms/step
19%|█▉ | 2042/10770 [11:37<42:55, 3.39it/s]
1/1 [==============================] - 0s 226ms/step
19%|█▉ | 2043/10770 [11:37<43:19, 3.36it/s]
1/1 [==============================] - 0s 207ms/step
19%|█▉ | 2044/10770 [11:38<42:44, 3.40it/s]
1/1 [==============================] - 0s 230ms/step
19%|█▉ | 2045/10770 [11:38<43:13, 3.36it/s]
1/1 [==============================] - 0s 215ms/step
19%|█▉ | 2046/10770 [11:38<42:37, 3.41it/s]
1/1 [==============================] - 0s 210ms/step
19%|█▉ | 2047/10770 [11:38<42:22, 3.43it/s]
1/1 [==============================] - 0s 206ms/step
19%|█▉ | 2048/10770 [11:39<42:30, 3.42it/s]
1/1 [==============================] - 0s 214ms/step
19%|█▉ | 2049/10770 [11:39<43:33, 3.34it/s]
1/1 [==============================] - 0s 211ms/step
19%|█▉ | 2050/10770 [11:39<42:38, 3.41it/s]
1/1 [==============================] - 0s 202ms/step
19%|█▉ | 2051/10770 [11:40<42:11, 3.44it/s]
1/1 [==============================] - 0s 234ms/step
19%|█▉ | 2052/10770 [11:40<46:41, 3.11it/s]
1/1 [==============================] - 0s 205ms/step
19%|█▉ | 2053/10770 [11:40<44:23, 3.27it/s]
1/1 [==============================] - 0s 204ms/step
19%|█▉ | 2054/10770 [11:41<43:13, 3.36it/s]
1/1 [==============================] - 0s 206ms/step
19%|█▉ | 2055/10770 [11:41<42:12, 3.44it/s]
1/1 [==============================] - 0s 212ms/step
19%|█▉ | 2056/10770 [11:41<42:47, 3.39it/s]
1/1 [==============================] - 0s 206ms/step
19%|█▉ | 2057/10770 [11:41<41:57, 3.46it/s]
1/1 [==============================] - 0s 203ms/step
19%|█▉ | 2058/10770 [11:42<41:26, 3.50it/s]
1/1 [==============================] - 0s 221ms/step
19%|█▉ | 2059/10770 [11:42<42:22, 3.43it/s]
1/1 [==============================] - 0s 202ms/step
19%|█▉ | 2060/10770 [11:42<42:21, 3.43it/s]
1/1 [==============================] - 0s 200ms/step
19%|█▉ | 2061/10770 [11:43<41:45, 3.48it/s]
1/1 [==============================] - 0s 304ms/step
19%|█▉ | 2062/10770 [11:43<45:38, 3.18it/s]
1/1 [==============================] - 0s 366ms/step
19%|█▉ | 2063/10770 [11:43<53:31, 2.71it/s]
1/1 [==============================] - 0s 360ms/step
19%|█▉ | 2064/10770 [11:44<57:33, 2.52it/s]
1/1 [==============================] - 0s 408ms/step
19%|█▉ | 2065/10770 [11:44<1:02:45, 2.31it/s]
1/1 [==============================] - 0s 363ms/step
19%|█▉ | 2066/10770 [11:45<1:03:44, 2.28it/s]
1/1 [==============================] - 0s 399ms/step
19%|█▉ | 2067/10770 [11:45<1:07:33, 2.15it/s]
1/1 [==============================] - 0s 389ms/step
19%|█▉ | 2068/10770 [11:46<1:09:06, 2.10it/s]
1/1 [==============================] - 0s 383ms/step
19%|█▉ | 2069/10770 [11:46<1:09:09, 2.10it/s]
1/1 [==============================] - 0s 395ms/step
19%|█▉ | 2070/10770 [11:47<1:11:41, 2.02it/s]
1/1 [==============================] - 0s 350ms/step
19%|█▉ | 2071/10770 [11:47<1:11:11, 2.04it/s]
1/1 [==============================] - 0s 218ms/step
19%|█▉ | 2072/10770 [11:48<1:02:35, 2.32it/s]
1/1 [==============================] - 0s 226ms/step
19%|█▉ | 2073/10770 [11:48<56:54, 2.55it/s]
1/1 [==============================] - 0s 207ms/step
19%|█▉ | 2074/10770 [11:48<52:05, 2.78it/s]
1/1 [==============================] - 0s 233ms/step
19%|█▉ | 2075/10770 [11:49<50:06, 2.89it/s]
1/1 [==============================] - 0s 219ms/step
19%|█▉ | 2076/10770 [11:49<47:48, 3.03it/s]
1/1 [==============================] - 0s 222ms/step
19%|█▉ | 2077/10770 [11:49<50:42, 2.86it/s]
1/1 [==============================] - 0s 224ms/step
19%|█▉ | 2078/10770 [11:50<47:59, 3.02it/s]
1/1 [==============================] - 0s 214ms/step
19%|█▉ | 2079/10770 [11:50<45:57, 3.15it/s]
1/1 [==============================] - 0s 223ms/step
19%|█▉ | 2080/10770 [11:50<44:56, 3.22it/s]
1/1 [==============================] - 0s 223ms/step
19%|█▉ | 2081/10770 [11:50<44:55, 3.22it/s]
1/1 [==============================] - 0s 207ms/step
19%|█▉ | 2082/10770 [11:51<43:45, 3.31it/s]
1/1 [==============================] - 0s 218ms/step
19%|█▉ | 2083/10770 [11:51<43:53, 3.30it/s]
1/1 [==============================] - 0s 213ms/step
19%|█▉ | 2084/10770 [11:51<43:07, 3.36it/s]
1/1 [==============================] - 0s 224ms/step
19%|█▉ | 2085/10770 [11:52<43:20, 3.34it/s]
1/1 [==============================] - 0s 208ms/step
19%|█▉ | 2086/10770 [11:52<42:30, 3.41it/s]
1/1 [==============================] - 0s 217ms/step
19%|█▉ | 2087/10770 [11:52<42:16, 3.42it/s]
1/1 [==============================] - 0s 206ms/step
19%|█▉ | 2088/10770 [11:53<42:13, 3.43it/s]
1/1 [==============================] - 0s 218ms/step
19%|█▉ | 2089/10770 [11:53<42:36, 3.40it/s]
1/1 [==============================] - 0s 206ms/step
19%|█▉ | 2090/10770 [11:53<42:01, 3.44it/s]
1/1 [==============================] - 0s 207ms/step
19%|█▉ | 2091/10770 [11:53<41:28, 3.49it/s]
1/1 [==============================] - 0s 220ms/step
19%|█▉ | 2092/10770 [11:54<42:25, 3.41it/s]
1/1 [==============================] - 0s 205ms/step
19%|█▉ | 2093/10770 [11:54<42:26, 3.41it/s]
1/1 [==============================] - 0s 209ms/step
19%|█▉ | 2094/10770 [11:54<41:49, 3.46it/s]
1/1 [==============================] - 0s 215ms/step
19%|█▉ | 2095/10770 [11:55<41:45, 3.46it/s]
1/1 [==============================] - 0s 234ms/step
19%|█▉ | 2096/10770 [11:55<47:01, 3.07it/s]
1/1 [==============================] - 0s 213ms/step
19%|█▉ | 2097/10770 [11:55<44:59, 3.21it/s]
1/1 [==============================] - 0s 214ms/step
19%|█▉ | 2098/10770 [11:56<43:55, 3.29it/s]
1/1 [==============================] - 0s 230ms/step
19%|█▉ | 2099/10770 [11:56<43:47, 3.30it/s]
1/1 [==============================] - 0s 208ms/step
19%|█▉ | 2100/10770 [11:56<43:37, 3.31it/s]
1/1 [==============================] - 0s 208ms/step
20%|█▉ | 2101/10770 [11:56<42:40, 3.39it/s]
1/1 [==============================] - 0s 217ms/step
20%|█▉ | 2102/10770 [11:57<42:59, 3.36it/s]
1/1 [==============================] - 0s 220ms/step
20%|█▉ | 2103/10770 [11:57<43:28, 3.32it/s]
1/1 [==============================] - 0s 205ms/step
20%|█▉ | 2104/10770 [11:57<42:31, 3.40it/s]
1/1 [==============================] - 0s 302ms/step
20%|█▉ | 2105/10770 [11:58<46:02, 3.14it/s]
1/1 [==============================] - 0s 374ms/step
20%|█▉ | 2106/10770 [11:58<53:46, 2.69it/s]
1/1 [==============================] - 0s 357ms/step
20%|█▉ | 2107/10770 [11:59<58:37, 2.46it/s]
1/1 [==============================] - 0s 371ms/step
20%|█▉ | 2108/10770 [11:59<1:02:19, 2.32it/s]
1/1 [==============================] - 0s 348ms/step
20%|█▉ | 2109/10770 [12:00<1:03:10, 2.28it/s]
1/1 [==============================] - 0s 385ms/step
20%|█▉ | 2110/10770 [12:00<1:16:11, 1.89it/s]
1/1 [==============================] - 0s 364ms/step
20%|█▉ | 2111/10770 [12:01<1:12:32, 1.99it/s]
1/1 [==============================] - 0s 376ms/step
20%|█▉ | 2112/10770 [12:01<1:10:42, 2.04it/s]
1/1 [==============================] - 0s 357ms/step
20%|█▉ | 2113/10770 [12:02<1:09:48, 2.07it/s]
1/1 [==============================] - 0s 280ms/step
20%|█▉ | 2114/10770 [12:02<1:07:04, 2.15it/s]
1/1 [==============================] - 0s 209ms/step
20%|█▉ | 2115/10770 [12:02<59:43, 2.42it/s]
1/1 [==============================] - 0s 206ms/step
20%|█▉ | 2116/10770 [12:03<53:40, 2.69it/s]
1/1 [==============================] - 0s 219ms/step
20%|█▉ | 2117/10770 [12:03<50:26, 2.86it/s]
1/1 [==============================] - 0s 221ms/step
20%|█▉ | 2118/10770 [12:03<48:13, 2.99it/s]
1/1 [==============================] - 0s 205ms/step
20%|█▉ | 2119/10770 [12:04<45:37, 3.16it/s]
1/1 [==============================] - 0s 208ms/step
20%|█▉ | 2120/10770 [12:04<44:10, 3.26it/s]
1/1 [==============================] - 0s 221ms/step
20%|█▉ | 2121/10770 [12:04<43:52, 3.29it/s]
1/1 [==============================] - 0s 212ms/step
20%|█▉ | 2122/10770 [12:04<43:14, 3.33it/s]
1/1 [==============================] - 0s 203ms/step
20%|█▉ | 2123/10770 [12:05<42:17, 3.41it/s]
1/1 [==============================] - 0s 216ms/step
20%|█▉ | 2124/10770 [12:05<41:53, 3.44it/s]
1/1 [==============================] - 0s 232ms/step
20%|█▉ | 2125/10770 [12:05<43:01, 3.35it/s]
1/1 [==============================] - 0s 209ms/step
20%|█▉ | 2126/10770 [12:06<42:03, 3.43it/s]
1/1 [==============================] - 0s 217ms/step
20%|█▉ | 2127/10770 [12:06<41:40, 3.46it/s]
1/1 [==============================] - 0s 218ms/step
20%|█▉ | 2128/10770 [12:06<41:22, 3.48it/s]
1/1 [==============================] - 0s 224ms/step
20%|█▉ | 2129/10770 [12:06<42:20, 3.40it/s]
1/1 [==============================] - 0s 206ms/step
20%|█▉ | 2130/10770 [12:07<41:41, 3.45it/s]
1/1 [==============================] - 0s 221ms/step
20%|█▉ | 2131/10770 [12:07<41:36, 3.46it/s]
1/1 [==============================] - 0s 232ms/step
20%|█▉ | 2132/10770 [12:07<42:19, 3.40it/s]
1/1 [==============================] - 0s 214ms/step
20%|█▉ | 2133/10770 [12:08<42:02, 3.42it/s]
1/1 [==============================] - 0s 218ms/step
20%|█▉ | 2134/10770 [12:08<42:14, 3.41it/s]
1/1 [==============================] - 0s 211ms/step
20%|█▉ | 2135/10770 [12:08<41:54, 3.43it/s]
1/1 [==============================] - 0s 219ms/step
20%|█▉ | 2136/10770 [12:09<42:55, 3.35it/s]
1/1 [==============================] - 0s 219ms/step
20%|█▉ | 2137/10770 [12:09<42:43, 3.37it/s]
1/1 [==============================] - 0s 209ms/step
20%|█▉ | 2138/10770 [12:09<42:09, 3.41it/s]
1/1 [==============================] - 0s 233ms/step
20%|█▉ | 2139/10770 [12:09<42:39, 3.37it/s]
1/1 [==============================] - 0s 206ms/step
20%|█▉ | 2140/10770 [12:10<42:06, 3.42it/s]
1/1 [==============================] - 0s 224ms/step
20%|█▉ | 2141/10770 [12:10<42:09, 3.41it/s]
1/1 [==============================] - 0s 207ms/step
20%|█▉ | 2142/10770 [12:10<42:12, 3.41it/s]
1/1 [==============================] - 0s 231ms/step
20%|█▉ | 2143/10770 [12:11<42:34, 3.38it/s]
1/1 [==============================] - 0s 223ms/step
20%|█▉ | 2144/10770 [12:11<42:38, 3.37it/s]
1/1 [==============================] - 0s 210ms/step
20%|█▉ | 2145/10770 [12:11<46:53, 3.07it/s]
1/1 [==============================] - 0s 216ms/step
20%|█▉ | 2146/10770 [12:12<44:38, 3.22it/s]
1/1 [==============================] - 0s 209ms/step
20%|█▉ | 2147/10770 [12:12<43:47, 3.28it/s]
1/1 [==============================] - 0s 293ms/step
20%|█▉ | 2148/10770 [12:12<46:27, 3.09it/s]
1/1 [==============================] - 0s 368ms/step
20%|█▉ | 2149/10770 [12:13<53:19, 2.69it/s]
1/1 [==============================] - 0s 385ms/step
20%|█▉ | 2150/10770 [12:13<1:09:05, 2.08it/s]
1/1 [==============================] - 0s 367ms/step
20%|█▉ | 2151/10770 [12:14<1:08:08, 2.11it/s]
1/1 [==============================] - 0s 369ms/step
20%|█▉ | 2152/10770 [12:14<1:08:42, 2.09it/s]
1/1 [==============================] - 0s 379ms/step
20%|█▉ | 2153/10770 [12:15<1:09:25, 2.07it/s]
1/1 [==============================] - 0s 362ms/step
20%|██ | 2154/10770 [12:15<1:07:16, 2.13it/s]
1/1 [==============================] - 0s 374ms/step
20%|██ | 2155/10770 [12:16<1:07:13, 2.14it/s]
1/1 [==============================] - 0s 395ms/step
20%|██ | 2156/10770 [12:16<1:07:35, 2.12it/s]
1/1 [==============================] - 0s 308ms/step
20%|██ | 2157/10770 [12:17<1:05:06, 2.20it/s]
1/1 [==============================] - 0s 218ms/step
20%|██ | 2158/10770 [12:17<58:46, 2.44it/s]
1/1 [==============================] - 0s 205ms/step
20%|██ | 2159/10770 [12:17<53:17, 2.69it/s]
1/1 [==============================] - 0s 216ms/step
20%|██ | 2160/10770 [12:18<50:02, 2.87it/s]
1/1 [==============================] - 0s 235ms/step
20%|██ | 2161/10770 [12:18<48:17, 2.97it/s]
1/1 [==============================] - 0s 210ms/step
20%|██ | 2162/10770 [12:18<45:48, 3.13it/s]
1/1 [==============================] - 0s 222ms/step
20%|██ | 2163/10770 [12:18<44:36, 3.22it/s]
1/1 [==============================] - 0s 210ms/step
20%|██ | 2164/10770 [12:19<43:19, 3.31it/s]
1/1 [==============================] - 0s 235ms/step
20%|██ | 2165/10770 [12:19<44:04, 3.25it/s]
1/1 [==============================] - 0s 208ms/step
20%|██ | 2166/10770 [12:19<43:03, 3.33it/s]
1/1 [==============================] - 0s 213ms/step
20%|██ | 2167/10770 [12:20<42:41, 3.36it/s]
1/1 [==============================] - 0s 222ms/step
20%|██ | 2168/10770 [12:20<46:46, 3.07it/s]
1/1 [==============================] - 0s 206ms/step
20%|██ | 2169/10770 [12:20<44:39, 3.21it/s]
1/1 [==============================] - 0s 219ms/step
20%|██ | 2170/10770 [12:21<44:07, 3.25it/s]
1/1 [==============================] - 0s 219ms/step
20%|██ | 2171/10770 [12:21<44:02, 3.25it/s]
1/1 [==============================] - 0s 208ms/step
20%|██ | 2172/10770 [12:21<43:37, 3.28it/s]
1/1 [==============================] - 0s 212ms/step
20%|██ | 2173/10770 [12:21<43:06, 3.32it/s]
1/1 [==============================] - 0s 200ms/step
20%|██ | 2174/10770 [12:22<42:09, 3.40it/s]
1/1 [==============================] - 0s 213ms/step
20%|██ | 2175/10770 [12:22<42:36, 3.36it/s]
1/1 [==============================] - 0s 204ms/step
20%|██ | 2176/10770 [12:22<41:42, 3.43it/s]
1/1 [==============================] - 0s 211ms/step
20%|██ | 2177/10770 [12:23<41:25, 3.46it/s]
1/1 [==============================] - 0s 215ms/step
20%|██ | 2178/10770 [12:23<41:49, 3.42it/s]
1/1 [==============================] - 0s 217ms/step
20%|██ | 2179/10770 [12:23<41:45, 3.43it/s]
1/1 [==============================] - 0s 203ms/step
20%|██ | 2180/10770 [12:24<42:25, 3.37it/s]
1/1 [==============================] - 0s 207ms/step
20%|██ | 2181/10770 [12:24<41:47, 3.42it/s]
1/1 [==============================] - 0s 223ms/step
20%|██ | 2182/10770 [12:24<42:25, 3.37it/s]
1/1 [==============================] - 0s 211ms/step
20%|██ | 2183/10770 [12:24<41:43, 3.43it/s]
1/1 [==============================] - 0s 210ms/step
20%|██ | 2184/10770 [12:25<41:37, 3.44it/s]
1/1 [==============================] - 0s 252ms/step
20%|██ | 2185/10770 [12:25<42:49, 3.34it/s]
1/1 [==============================] - 0s 220ms/step
20%|██ | 2186/10770 [12:25<47:56, 2.98it/s]
1/1 [==============================] - 0s 200ms/step
20%|██ | 2187/10770 [12:26<44:51, 3.19it/s]
1/1 [==============================] - 0s 215ms/step
20%|██ | 2188/10770 [12:26<43:43, 3.27it/s]
1/1 [==============================] - 0s 225ms/step
20%|██ | 2189/10770 [12:26<43:04, 3.32it/s]
1/1 [==============================] - 0s 210ms/step
20%|██ | 2190/10770 [12:27<42:13, 3.39it/s]
1/1 [==============================] - 0s 351ms/step
20%|██ | 2191/10770 [12:27<48:55, 2.92it/s]
1/1 [==============================] - 0s 391ms/step
20%|██ | 2192/10770 [12:27<55:50, 2.56it/s]
1/1 [==============================] - 0s 370ms/step
20%|██ | 2193/10770 [12:28<1:00:15, 2.37it/s]
1/1 [==============================] - 0s 353ms/step
20%|██ | 2194/10770 [12:28<1:02:19, 2.29it/s]
1/1 [==============================] - 0s 379ms/step
20%|██ | 2195/10770 [12:29<1:05:11, 2.19it/s]
1/1 [==============================] - 0s 376ms/step
20%|██ | 2196/10770 [12:29<1:04:26, 2.22it/s]
1/1 [==============================] - 0s 392ms/step
20%|██ | 2197/10770 [12:30<1:06:48, 2.14it/s]
1/1 [==============================] - 0s 349ms/step
20%|██ | 2198/10770 [12:31<1:19:50, 1.79it/s]
1/1 [==============================] - 0s 333ms/step
20%|██ | 2199/10770 [12:31<1:13:29, 1.94it/s]
1/1 [==============================] - 0s 212ms/step
20%|██ | 2200/10770 [12:31<1:03:28, 2.25it/s]
1/1 [==============================] - 0s 210ms/step
20%|██ | 2201/10770 [12:32<57:08, 2.50it/s]
1/1 [==============================] - 0s 214ms/step
20%|██ | 2202/10770 [12:32<52:50, 2.70it/s]
1/1 [==============================] - 0s 213ms/step
20%|██ | 2203/10770 [12:32<49:32, 2.88it/s]
1/1 [==============================] - 0s 221ms/step
20%|██ | 2204/10770 [12:33<47:37, 3.00it/s]
1/1 [==============================] - 0s 214ms/step
20%|██ | 2205/10770 [12:33<45:28, 3.14it/s]
1/1 [==============================] - 0s 208ms/step
20%|██ | 2206/10770 [12:33<48:51, 2.92it/s]
1/1 [==============================] - 0s 205ms/step
20%|██ | 2207/10770 [12:34<45:31, 3.13it/s]
1/1 [==============================] - 0s 214ms/step
21%|██ | 2208/10770 [12:34<44:48, 3.18it/s]
1/1 [==============================] - 0s 224ms/step
21%|██ | 2209/10770 [12:34<44:02, 3.24it/s]
1/1 [==============================] - 0s 206ms/step
21%|██ | 2210/10770 [12:34<42:45, 3.34it/s]
1/1 [==============================] - 0s 232ms/step
21%|██ | 2211/10770 [12:35<42:57, 3.32it/s]
1/1 [==============================] - 0s 216ms/step
21%|██ | 2212/10770 [12:35<42:21, 3.37it/s]
1/1 [==============================] - 0s 206ms/step
21%|██ | 2213/10770 [12:35<42:18, 3.37it/s]
1/1 [==============================] - 0s 216ms/step
21%|██ | 2214/10770 [12:36<41:52, 3.41it/s]
1/1 [==============================] - 0s 207ms/step
21%|██ | 2215/10770 [12:36<42:27, 3.36it/s]
1/1 [==============================] - 0s 217ms/step
21%|██ | 2216/10770 [12:36<42:21, 3.37it/s]
1/1 [==============================] - 0s 218ms/step
21%|██ | 2217/10770 [12:36<42:06, 3.39it/s]
1/1 [==============================] - 0s 232ms/step
21%|██ | 2218/10770 [12:37<42:40, 3.34it/s]
1/1 [==============================] - 0s 234ms/step
21%|██ | 2219/10770 [12:37<43:56, 3.24it/s]
1/1 [==============================] - 0s 207ms/step
21%|██ | 2220/10770 [12:37<43:27, 3.28it/s]
1/1 [==============================] - 0s 217ms/step
21%|██ | 2221/10770 [12:38<42:58, 3.32it/s]
1/1 [==============================] - 0s 217ms/step
21%|██ | 2222/10770 [12:38<43:23, 3.28it/s]
1/1 [==============================] - 0s 212ms/step
21%|██ | 2223/10770 [12:38<42:36, 3.34it/s]
1/1 [==============================] - 0s 214ms/step
21%|██ | 2224/10770 [12:39<42:23, 3.36it/s]
1/1 [==============================] - 0s 228ms/step
21%|██ | 2225/10770 [12:39<42:50, 3.32it/s]
1/1 [==============================] - 0s 211ms/step
21%|██ | 2226/10770 [12:39<41:53, 3.40it/s]
1/1 [==============================] - 0s 209ms/step
21%|██ | 2227/10770 [12:39<41:33, 3.43it/s]
1/1 [==============================] - 0s 212ms/step
21%|██ | 2228/10770 [12:40<41:12, 3.46it/s]
1/1 [==============================] - 0s 233ms/step
21%|██ | 2229/10770 [12:40<42:11, 3.37it/s]
1/1 [==============================] - 0s 206ms/step
21%|██ | 2230/10770 [12:40<41:30, 3.43it/s]
1/1 [==============================] - 0s 208ms/step
21%|██ | 2231/10770 [12:41<41:00, 3.47it/s]
1/1 [==============================] - 0s 228ms/step
21%|██ | 2232/10770 [12:41<41:25, 3.43it/s]
1/1 [==============================] - 0s 281ms/step
21%|██ | 2233/10770 [12:41<45:56, 3.10it/s]
1/1 [==============================] - 0s 368ms/step
21%|██ | 2234/10770 [12:42<52:03, 2.73it/s]
1/1 [==============================] - 0s 392ms/step
21%|██ | 2235/10770 [12:42<59:10, 2.40it/s]
1/1 [==============================] - 0s 390ms/step
21%|██ | 2236/10770 [12:43<1:01:23, 2.32it/s]
1/1 [==============================] - 0s 370ms/step
21%|██ | 2237/10770 [12:43<1:02:39, 2.27it/s]
1/1 [==============================] - 0s 361ms/step
21%|██ | 2238/10770 [12:44<1:16:53, 1.85it/s]
1/1 [==============================] - 0s 367ms/step
21%|██ | 2239/10770 [12:44<1:13:33, 1.93it/s]
1/1 [==============================] - 0s 402ms/step
21%|██ | 2240/10770 [12:45<1:12:17, 1.97it/s]
1/1 [==============================] - 0s 380ms/step
21%|██ | 2241/10770 [12:45<1:11:58, 1.98it/s]
1/1 [==============================] - 0s 209ms/step
21%|██ | 2242/10770 [12:46<1:03:12, 2.25it/s]
1/1 [==============================] - 0s 219ms/step
21%|██ | 2243/10770 [12:46<56:53, 2.50it/s]
1/1 [==============================] - 0s 217ms/step
21%|██ | 2244/10770 [12:46<52:14, 2.72it/s]
1/1 [==============================] - 0s 213ms/step
21%|██ | 2245/10770 [12:47<48:57, 2.90it/s]
1/1 [==============================] - 0s 219ms/step
21%|██ | 2246/10770 [12:47<47:29, 2.99it/s]
1/1 [==============================] - 0s 221ms/step
21%|██ | 2247/10770 [12:47<45:58, 3.09it/s]
1/1 [==============================] - 0s 208ms/step
21%|██ | 2248/10770 [12:48<44:27, 3.19it/s]
1/1 [==============================] - 0s 228ms/step
21%|██ | 2249/10770 [12:48<43:53, 3.24it/s]
1/1 [==============================] - 0s 200ms/step
21%|██ | 2250/10770 [12:48<42:43, 3.32it/s]
1/1 [==============================] - 0s 223ms/step
21%|██ | 2251/10770 [12:48<42:44, 3.32it/s]
1/1 [==============================] - 0s 208ms/step
21%|██ | 2252/10770 [12:49<42:15, 3.36it/s]
1/1 [==============================] - 0s 212ms/step
21%|██ | 2253/10770 [12:49<41:44, 3.40it/s]
1/1 [==============================] - 0s 198ms/step
21%|██ | 2254/10770 [12:49<41:25, 3.43it/s]
1/1 [==============================] - 0s 205ms/step
21%|██ | 2255/10770 [12:50<41:42, 3.40it/s]
1/1 [==============================] - 0s 209ms/step
21%|██ | 2256/10770 [12:50<41:26, 3.42it/s]
1/1 [==============================] - 0s 204ms/step
21%|██ | 2257/10770 [12:50<41:57, 3.38it/s]
1/1 [==============================] - 0s 224ms/step
21%|██ | 2258/10770 [12:50<42:22, 3.35it/s]
1/1 [==============================] - 0s 202ms/step
21%|██ | 2259/10770 [12:51<41:37, 3.41it/s]
1/1 [==============================] - 0s 210ms/step
21%|██ | 2260/10770 [12:51<42:29, 3.34it/s]
1/1 [==============================] - 0s 219ms/step
21%|██ | 2261/10770 [12:51<42:06, 3.37it/s]
1/1 [==============================] - 0s 204ms/step
21%|██ | 2262/10770 [12:52<42:43, 3.32it/s]
1/1 [==============================] - 0s 219ms/step
21%|██ | 2263/10770 [12:52<42:33, 3.33it/s]
1/1 [==============================] - 0s 209ms/step
21%|██ | 2264/10770 [12:52<41:57, 3.38it/s]
1/1 [==============================] - 0s 232ms/step
21%|██ | 2265/10770 [12:53<42:31, 3.33it/s]
1/1 [==============================] - 0s 208ms/step
21%|██ | 2266/10770 [12:53<41:54, 3.38it/s]
1/1 [==============================] - 0s 214ms/step
21%|██ | 2267/10770 [12:53<41:34, 3.41it/s]
1/1 [==============================] - 0s 215ms/step
21%|██ | 2268/10770 [12:53<42:01, 3.37it/s]
1/1 [==============================] - 0s 215ms/step
21%|██ | 2269/10770 [12:54<42:24, 3.34it/s]
1/1 [==============================] - 0s 212ms/step
21%|██ | 2270/10770 [12:54<42:05, 3.37it/s]
1/1 [==============================] - 0s 214ms/step
21%|██ | 2271/10770 [12:54<41:39, 3.40it/s]
1/1 [==============================] - 0s 231ms/step
21%|██ | 2272/10770 [12:55<46:08, 3.07it/s]
1/1 [==============================] - 0s 207ms/step
21%|██ | 2273/10770 [12:55<43:47, 3.23it/s]
1/1 [==============================] - 0s 249ms/step
21%|██ | 2274/10770 [12:55<44:41, 3.17it/s]
1/1 [==============================] - 0s 284ms/step
21%|██ | 2275/10770 [12:56<46:21, 3.05it/s]
1/1 [==============================] - 0s 363ms/step
21%|██ | 2276/10770 [12:56<51:09, 2.77it/s]
1/1 [==============================] - 0s 374ms/step
21%|██ | 2277/10770 [12:57<55:02, 2.57it/s]
1/1 [==============================] - 0s 380ms/step
21%|██ | 2278/10770 [12:57<59:18, 2.39it/s]
1/1 [==============================] - 0s 377ms/step
21%|██ | 2279/10770 [12:58<1:15:57, 1.86it/s]
1/1 [==============================] - 0s 363ms/step
21%|██ | 2280/10770 [12:58<1:11:31, 1.98it/s]
1/1 [==============================] - 0s 366ms/step
21%|██ | 2281/10770 [12:59<1:08:28, 2.07it/s]
1/1 [==============================] - 0s 354ms/step
21%|██ | 2282/10770 [12:59<1:06:39, 2.12it/s]
1/1 [==============================] - 0s 352ms/step
21%|██ | 2283/10770 [13:00<1:19:18, 1.78it/s]
1/1 [==============================] - 0s 198ms/step
21%|██ | 2284/10770 [13:00<1:11:39, 1.97it/s]
1/1 [==============================] - 0s 201ms/step
21%|██ | 2285/10770 [13:01<1:01:46, 2.29it/s]
1/1 [==============================] - 0s 230ms/step
21%|██ | 2286/10770 [13:01<56:06, 2.52it/s]
1/1 [==============================] - 0s 213ms/step
21%|██ | 2287/10770 [13:01<56:05, 2.52it/s]
1/1 [==============================] - 0s 204ms/step
21%|██ | 2288/10770 [13:02<50:55, 2.78it/s]
1/1 [==============================] - 0s 220ms/step
21%|██▏ | 2289/10770 [13:02<47:48, 2.96it/s]
1/1 [==============================] - 0s 205ms/step
21%|██▏ | 2290/10770 [13:02<47:04, 3.00it/s]
1/1 [==============================] - 0s 211ms/step
21%|██▏ | 2291/10770 [13:02<45:16, 3.12it/s]
1/1 [==============================] - 0s 214ms/step
21%|██▏ | 2292/10770 [13:03<44:04, 3.21it/s]
1/1 [==============================] - 0s 227ms/step
21%|██▏ | 2293/10770 [13:03<43:44, 3.23it/s]
1/1 [==============================] - 0s 217ms/step
21%|██▏ | 2294/10770 [13:03<43:13, 3.27it/s]
1/1 [==============================] - 0s 205ms/step
21%|██▏ | 2295/10770 [13:04<42:29, 3.32it/s]
1/1 [==============================] - 0s 223ms/step
21%|██▏ | 2296/10770 [13:04<42:19, 3.34it/s]
1/1 [==============================] - 0s 223ms/step
21%|██▏ | 2297/10770 [13:04<42:51, 3.29it/s]
1/1 [==============================] - 0s 200ms/step
21%|██▏ | 2298/10770 [13:05<42:08, 3.35it/s]
1/1 [==============================] - 0s 209ms/step
21%|██▏ | 2299/10770 [13:05<41:39, 3.39it/s]
1/1 [==============================] - 0s 222ms/step
21%|██▏ | 2300/10770 [13:05<42:42, 3.31it/s]
1/1 [==============================] - 0s 215ms/step
21%|██▏ | 2301/10770 [13:05<42:37, 3.31it/s]
1/1 [==============================] - 0s 216ms/step
21%|██▏ | 2302/10770 [13:06<42:06, 3.35it/s]
1/1 [==============================] - 0s 214ms/step
21%|██▏ | 2303/10770 [13:06<42:24, 3.33it/s]
1/1 [==============================] - 0s 203ms/step
21%|██▏ | 2304/10770 [13:06<42:34, 3.31it/s]
1/1 [==============================] - 0s 214ms/step
21%|██▏ | 2305/10770 [13:07<41:50, 3.37it/s]
1/1 [==============================] - 0s 222ms/step
21%|██▏ | 2306/10770 [13:07<41:47, 3.38it/s]
1/1 [==============================] - 0s 227ms/step
21%|██▏ | 2307/10770 [13:07<41:53, 3.37it/s]
1/1 [==============================] - 0s 221ms/step
21%|██▏ | 2308/10770 [13:08<41:40, 3.38it/s]
1/1 [==============================] - 0s 226ms/step
21%|██▏ | 2309/10770 [13:08<41:40, 3.38it/s]
1/1 [==============================] - 0s 215ms/step
21%|██▏ | 2310/10770 [13:08<41:25, 3.40it/s]
1/1 [==============================] - 0s 209ms/step
21%|██▏ | 2311/10770 [13:08<41:41, 3.38it/s]
1/1 [==============================] - 0s 203ms/step
21%|██▏ | 2312/10770 [13:09<41:30, 3.40it/s]
1/1 [==============================] - 0s 220ms/step
21%|██▏ | 2313/10770 [13:09<41:21, 3.41it/s]
1/1 [==============================] - 0s 229ms/step
21%|██▏ | 2314/10770 [13:09<41:57, 3.36it/s]
1/1 [==============================] - 0s 210ms/step
21%|██▏ | 2315/10770 [13:10<41:36, 3.39it/s]
1/1 [==============================] - 0s 218ms/step
22%|██▏ | 2316/10770 [13:10<41:40, 3.38it/s]
1/1 [==============================] - 0s 363ms/step
22%|██▏ | 2317/10770 [13:10<48:07, 2.93it/s]
1/1 [==============================] - 0s 381ms/step
22%|██▏ | 2318/10770 [13:11<1:05:23, 2.15it/s]
1/1 [==============================] - 0s 359ms/step
22%|██▏ | 2319/10770 [13:12<1:04:13, 2.19it/s]
1/1 [==============================] - 0s 352ms/step
22%|██▏ | 2320/10770 [13:12<1:05:14, 2.16it/s]
1/1 [==============================] - 0s 395ms/step
22%|██▏ | 2321/10770 [13:13<1:07:10, 2.10it/s]
1/1 [==============================] - 0s 364ms/step
22%|██▏ | 2322/10770 [13:13<1:06:05, 2.13it/s]
1/1 [==============================] - 0s 368ms/step
22%|██▏ | 2323/10770 [13:13<1:07:26, 2.09it/s]
1/1 [==============================] - 0s 386ms/step
22%|██▏ | 2324/10770 [13:14<1:20:10, 1.76it/s]
1/1 [==============================] - 0s 203ms/step
22%|██▏ | 2325/10770 [13:15<1:07:13, 2.09it/s]
1/1 [==============================] - 0s 219ms/step
22%|██▏ | 2326/10770 [13:15<1:00:10, 2.34it/s]
1/1 [==============================] - 0s 216ms/step
22%|██▏ | 2327/10770 [13:15<54:27, 2.58it/s]
1/1 [==============================] - 0s 213ms/step
22%|██▏ | 2328/10770 [13:15<50:10, 2.80it/s]
1/1 [==============================] - 0s 222ms/step
22%|██▏ | 2329/10770 [13:16<48:01, 2.93it/s]
1/1 [==============================] - 0s 215ms/step
22%|██▏ | 2330/10770 [13:16<45:43, 3.08it/s]
1/1 [==============================] - 0s 207ms/step
22%|██▏ | 2331/10770 [13:16<44:05, 3.19it/s]
1/1 [==============================] - 0s 210ms/step
22%|██▏ | 2332/10770 [13:17<42:41, 3.29it/s]
1/1 [==============================] - 0s 228ms/step
22%|██▏ | 2333/10770 [13:17<42:37, 3.30it/s]
1/1 [==============================] - 0s 217ms/step
22%|██▏ | 2334/10770 [13:17<42:45, 3.29it/s]
1/1 [==============================] - 0s 219ms/step
22%|██▏ | 2335/10770 [13:17<42:34, 3.30it/s]
1/1 [==============================] - 0s 224ms/step
22%|██▏ | 2336/10770 [13:18<42:35, 3.30it/s]
1/1 [==============================] - 0s 210ms/step
22%|██▏ | 2337/10770 [13:18<42:03, 3.34it/s]
1/1 [==============================] - 0s 204ms/step
22%|██▏ | 2338/10770 [13:18<41:25, 3.39it/s]
1/1 [==============================] - 0s 211ms/step
22%|██▏ | 2339/10770 [13:19<40:58, 3.43it/s]
1/1 [==============================] - 0s 225ms/step
22%|██▏ | 2340/10770 [13:19<41:37, 3.38it/s]
1/1 [==============================] - 0s 208ms/step
22%|██▏ | 2341/10770 [13:19<41:22, 3.40it/s]
1/1 [==============================] - 0s 211ms/step
22%|██▏ | 2342/10770 [13:20<41:09, 3.41it/s]
1/1 [==============================] - 0s 229ms/step
22%|██▏ | 2343/10770 [13:20<41:56, 3.35it/s]
1/1 [==============================] - 0s 213ms/step
22%|██▏ | 2344/10770 [13:20<41:24, 3.39it/s]
1/1 [==============================] - 0s 206ms/step
22%|██▏ | 2345/10770 [13:20<41:26, 3.39it/s]
1/1 [==============================] - 0s 204ms/step
22%|██▏ | 2346/10770 [13:21<40:56, 3.43it/s]
1/1 [==============================] - 0s 232ms/step
22%|██▏ | 2347/10770 [13:21<41:47, 3.36it/s]
1/1 [==============================] - 0s 210ms/step
22%|██▏ | 2348/10770 [13:21<41:19, 3.40it/s]
1/1 [==============================] - 0s 216ms/step
22%|██▏ | 2349/10770 [13:22<41:19, 3.40it/s]
1/1 [==============================] - 0s 223ms/step
22%|██▏ | 2350/10770 [13:22<45:30, 3.08it/s]
1/1 [==============================] - 0s 208ms/step
22%|██▏ | 2351/10770 [13:22<43:25, 3.23it/s]
1/1 [==============================] - 0s 217ms/step
22%|██▏ | 2352/10770 [13:23<42:25, 3.31it/s]
1/1 [==============================] - 0s 212ms/step
22%|██▏ | 2353/10770 [13:23<41:41, 3.37it/s]
1/1 [==============================] - 0s 225ms/step
22%|██▏ | 2354/10770 [13:23<41:52, 3.35it/s]
1/1 [==============================] - 0s 216ms/step
22%|██▏ | 2355/10770 [13:23<41:39, 3.37it/s]
1/1 [==============================] - 0s 201ms/step
22%|██▏ | 2356/10770 [13:24<41:31, 3.38it/s]
1/1 [==============================] - 0s 240ms/step
22%|██▏ | 2357/10770 [13:24<42:22, 3.31it/s]
1/1 [==============================] - 0s 285ms/step
22%|██▏ | 2358/10770 [13:24<46:31, 3.01it/s]
1/1 [==============================] - 0s 368ms/step
22%|██▏ | 2359/10770 [13:25<51:42, 2.71it/s]
1/1 [==============================] - 0s 400ms/step
22%|██▏ | 2360/10770 [13:25<55:56, 2.51it/s]
1/1 [==============================] - 0s 380ms/step
22%|██▏ | 2361/10770 [13:26<1:11:50, 1.95it/s]
1/1 [==============================] - 0s 355ms/step
22%|██▏ | 2362/10770 [13:27<1:08:40, 2.04it/s]
1/1 [==============================] - 0s 369ms/step
22%|██▏ | 2363/10770 [13:27<1:08:20, 2.05it/s]
1/1 [==============================] - 0s 410ms/step
22%|██▏ | 2364/10770 [13:28<1:20:58, 1.73it/s]
1/1 [==============================] - 0s 358ms/step
22%|██▏ | 2365/10770 [13:29<1:27:36, 1.60it/s]
1/1 [==============================] - 0s 200ms/step
22%|██▏ | 2366/10770 [13:29<1:12:33, 1.93it/s]
1/1 [==============================] - 0s 213ms/step
22%|██▏ | 2367/10770 [13:29<1:03:27, 2.21it/s]
1/1 [==============================] - 0s 218ms/step
22%|██▏ | 2368/10770 [13:29<57:05, 2.45it/s]
1/1 [==============================] - 0s 208ms/step
22%|██▏ | 2369/10770 [13:30<52:03, 2.69it/s]
1/1 [==============================] - 0s 207ms/step
22%|██▏ | 2370/10770 [13:30<48:26, 2.89it/s]
1/1 [==============================] - 0s 223ms/step
22%|██▏ | 2371/10770 [13:30<46:43, 3.00it/s]
1/1 [==============================] - 0s 204ms/step
22%|██▏ | 2372/10770 [13:31<44:28, 3.15it/s]
1/1 [==============================] - 0s 211ms/step
22%|██▏ | 2373/10770 [13:31<43:14, 3.24it/s]
1/1 [==============================] - 0s 208ms/step
22%|██▏ | 2374/10770 [13:31<42:04, 3.33it/s]
1/1 [==============================] - 0s 222ms/step
22%|██▏ | 2375/10770 [13:31<42:06, 3.32it/s]
1/1 [==============================] - 0s 213ms/step
22%|██▏ | 2376/10770 [13:32<41:21, 3.38it/s]
1/1 [==============================] - 0s 205ms/step
22%|██▏ | 2377/10770 [13:32<41:24, 3.38it/s]
1/1 [==============================] - 0s 204ms/step
22%|██▏ | 2378/10770 [13:32<41:24, 3.38it/s]
1/1 [==============================] - 0s 202ms/step
22%|██▏ | 2379/10770 [13:33<42:06, 3.32it/s]
1/1 [==============================] - 0s 218ms/step
22%|██▏ | 2380/10770 [13:33<42:07, 3.32it/s]
1/1 [==============================] - 0s 218ms/step
22%|██▏ | 2381/10770 [13:33<41:37, 3.36it/s]
1/1 [==============================] - 0s 219ms/step
22%|██▏ | 2382/10770 [13:34<41:41, 3.35it/s]
1/1 [==============================] - 0s 205ms/step
22%|██▏ | 2383/10770 [13:34<40:48, 3.43it/s]
1/1 [==============================] - 0s 219ms/step
22%|██▏ | 2384/10770 [13:34<40:39, 3.44it/s]
1/1 [==============================] - 0s 212ms/step
22%|██▏ | 2385/10770 [13:34<40:22, 3.46it/s]
1/1 [==============================] - 0s 218ms/step
22%|██▏ | 2386/10770 [13:35<40:49, 3.42it/s]
1/1 [==============================] - 0s 222ms/step
22%|██▏ | 2387/10770 [13:35<40:46, 3.43it/s]
1/1 [==============================] - 0s 221ms/step
22%|██▏ | 2388/10770 [13:35<40:34, 3.44it/s]
1/1 [==============================] - 0s 225ms/step
22%|██▏ | 2389/10770 [13:36<41:38, 3.35it/s]
1/1 [==============================] - 0s 212ms/step
22%|██▏ | 2390/10770 [13:36<41:37, 3.36it/s]
1/1 [==============================] - 0s 219ms/step
22%|██▏ | 2391/10770 [13:36<41:17, 3.38it/s]
1/1 [==============================] - 0s 207ms/step
22%|██▏ | 2392/10770 [13:36<40:28, 3.45it/s]
1/1 [==============================] - 0s 224ms/step
22%|██▏ | 2393/10770 [13:37<40:50, 3.42it/s]
1/1 [==============================] - 0s 216ms/step
22%|██▏ | 2394/10770 [13:37<40:50, 3.42it/s]
1/1 [==============================] - 0s 218ms/step
22%|██▏ | 2395/10770 [13:37<40:58, 3.41it/s]
1/1 [==============================] - 0s 229ms/step
22%|██▏ | 2396/10770 [13:38<41:16, 3.38it/s]
1/1 [==============================] - 0s 222ms/step
22%|██▏ | 2397/10770 [13:38<45:42, 3.05it/s]
1/1 [==============================] - 0s 206ms/step
22%|██▏ | 2398/10770 [13:38<43:18, 3.22it/s]
1/1 [==============================] - 0s 347ms/step
22%|██▏ | 2399/10770 [13:39<47:36, 2.93it/s]
1/1 [==============================] - 0s 352ms/step
22%|██▏ | 2400/10770 [13:40<1:06:54, 2.08it/s]
1/1 [==============================] - 0s 376ms/step
22%|██▏ | 2401/10770 [13:40<1:06:43, 2.09it/s]
1/1 [==============================] - 0s 383ms/step
22%|██▏ | 2402/10770 [13:41<1:07:24, 2.07it/s]
1/1 [==============================] - 0s 376ms/step
22%|██▏ | 2403/10770 [13:41<1:05:40, 2.12it/s]
1/1 [==============================] - 0s 365ms/step
22%|██▏ | 2404/10770 [13:41<1:03:52, 2.18it/s]
1/1 [==============================] - 0s 392ms/step
22%|██▏ | 2405/10770 [13:42<1:04:17, 2.17it/s]
1/1 [==============================] - 0s 385ms/step
22%|██▏ | 2406/10770 [13:43<1:16:59, 1.81it/s]
1/1 [==============================] - 0s 251ms/step
22%|██▏ | 2407/10770 [13:43<1:07:41, 2.06it/s]
1/1 [==============================] - 0s 222ms/step
22%|██▏ | 2408/10770 [13:43<59:48, 2.33it/s]
1/1 [==============================] - 0s 216ms/step
22%|██▏ | 2409/10770 [13:44<54:12, 2.57it/s]
1/1 [==============================] - 0s 215ms/step
22%|██▏ | 2410/10770 [13:44<50:01, 2.78it/s]
1/1 [==============================] - 0s 222ms/step
22%|██▏ | 2411/10770 [13:44<47:59, 2.90it/s]
1/1 [==============================] - 0s 212ms/step
22%|██▏ | 2412/10770 [13:44<46:00, 3.03it/s]
1/1 [==============================] - 0s 212ms/step
22%|██▏ | 2413/10770 [13:45<44:17, 3.14it/s]
1/1 [==============================] - 0s 223ms/step
22%|██▏ | 2414/10770 [13:45<44:13, 3.15it/s]
1/1 [==============================] - 0s 213ms/step
22%|██▏ | 2415/10770 [13:45<42:58, 3.24it/s]
1/1 [==============================] - 0s 211ms/step
22%|██▏ | 2416/10770 [13:46<42:24, 3.28it/s]
1/1 [==============================] - 0s 214ms/step
22%|██▏ | 2417/10770 [13:46<41:52, 3.33it/s]
1/1 [==============================] - 0s 221ms/step
22%|██▏ | 2418/10770 [13:46<42:37, 3.27it/s]
1/1 [==============================] - 0s 212ms/step
22%|██▏ | 2419/10770 [13:47<41:59, 3.31it/s]
1/1 [==============================] - 0s 220ms/step
22%|██▏ | 2420/10770 [13:47<41:52, 3.32it/s]
1/1 [==============================] - 0s 223ms/step
22%|██▏ | 2421/10770 [13:47<41:45, 3.33it/s]
1/1 [==============================] - 0s 212ms/step
22%|██▏ | 2422/10770 [13:47<42:03, 3.31it/s]
1/1 [==============================] - 0s 216ms/step
22%|██▏ | 2423/10770 [13:48<41:57, 3.32it/s]
1/1 [==============================] - 0s 213ms/step
23%|██▎ | 2424/10770 [13:48<41:58, 3.31it/s]
1/1 [==============================] - 0s 213ms/step
23%|██▎ | 2425/10770 [13:48<42:24, 3.28it/s]
1/1 [==============================] - 0s 206ms/step
23%|██▎ | 2426/10770 [13:49<41:49, 3.32it/s]
1/1 [==============================] - 0s 226ms/step
23%|██▎ | 2427/10770 [13:49<41:43, 3.33it/s]
1/1 [==============================] - 0s 225ms/step
23%|██▎ | 2428/10770 [13:49<41:56, 3.31it/s]
1/1 [==============================] - 0s 214ms/step
23%|██▎ | 2429/10770 [13:50<41:10, 3.38it/s]
1/1 [==============================] - 0s 213ms/step
23%|██▎ | 2430/10770 [13:50<41:15, 3.37it/s]
1/1 [==============================] - 0s 204ms/step
23%|██▎ | 2431/10770 [13:50<40:43, 3.41it/s]
1/1 [==============================] - 0s 222ms/step
23%|██▎ | 2432/10770 [13:50<40:53, 3.40it/s]
1/1 [==============================] - 0s 208ms/step
23%|██▎ | 2433/10770 [13:51<40:56, 3.39it/s]
1/1 [==============================] - 0s 217ms/step
23%|██▎ | 2434/10770 [13:51<41:16, 3.37it/s]
1/1 [==============================] - 0s 226ms/step
23%|██▎ | 2435/10770 [13:51<41:17, 3.36it/s]
1/1 [==============================] - 0s 208ms/step
23%|██▎ | 2436/10770 [13:52<40:31, 3.43it/s]
1/1 [==============================] - 0s 214ms/step
23%|██▎ | 2437/10770 [13:52<40:21, 3.44it/s]
1/1 [==============================] - 0s 215ms/step
23%|██▎ | 2438/10770 [13:52<39:58, 3.47it/s]
1/1 [==============================] - 0s 236ms/step
23%|██▎ | 2439/10770 [13:52<40:37, 3.42it/s]
1/1 [==============================] - 0s 207ms/step
23%|██▎ | 2440/10770 [13:53<40:06, 3.46it/s]
1/1 [==============================] - 0s 336ms/step
23%|██▎ | 2441/10770 [13:53<45:47, 3.03it/s]
1/1 [==============================] - 0s 368ms/step
23%|██▎ | 2442/10770 [13:54<52:15, 2.66it/s]
1/1 [==============================] - 0s 378ms/step
23%|██▎ | 2443/10770 [13:54<56:29, 2.46it/s]
1/1 [==============================] - 0s 378ms/step
23%|██▎ | 2444/10770 [13:55<58:46, 2.36it/s]
1/1 [==============================] - 0s 354ms/step
23%|██▎ | 2445/10770 [13:55<1:00:02, 2.31it/s]
1/1 [==============================] - 0s 391ms/step
23%|██▎ | 2446/10770 [13:56<1:03:02, 2.20it/s]
1/1 [==============================] - 0s 382ms/step
23%|██▎ | 2447/10770 [13:56<1:04:53, 2.14it/s]
1/1 [==============================] - 0s 390ms/step
23%|██▎ | 2448/10770 [13:57<1:15:43, 1.83it/s]
1/1 [==============================] - 0s 350ms/step
23%|██▎ | 2449/10770 [13:58<1:23:45, 1.66it/s]
1/1 [==============================] - 0s 198ms/step
23%|██▎ | 2450/10770 [13:58<1:09:46, 1.99it/s]
1/1 [==============================] - 0s 215ms/step
23%|██▎ | 2451/10770 [13:58<1:01:26, 2.26it/s]
1/1 [==============================] - 0s 215ms/step
23%|██▎ | 2452/10770 [13:58<55:04, 2.52it/s]
1/1 [==============================] - 0s 225ms/step
23%|██▎ | 2453/10770 [13:59<51:01, 2.72it/s]
1/1 [==============================] - 0s 212ms/step
23%|██▎ | 2454/10770 [13:59<47:30, 2.92it/s]
1/1 [==============================] - 0s 208ms/step
23%|██▎ | 2455/10770 [13:59<45:36, 3.04it/s]
1/1 [==============================] - 0s 215ms/step
23%|██▎ | 2456/10770 [14:00<44:07, 3.14it/s]
1/1 [==============================] - 0s 225ms/step
23%|██▎ | 2457/10770 [14:00<43:20, 3.20it/s]
1/1 [==============================] - 0s 212ms/step
23%|██▎ | 2458/10770 [14:00<42:39, 3.25it/s]
1/1 [==============================] - 0s 212ms/step
23%|██▎ | 2459/10770 [14:00<42:01, 3.30it/s]
1/1 [==============================] - 0s 225ms/step
23%|██▎ | 2460/10770 [14:01<41:42, 3.32it/s]
1/1 [==============================] - 0s 200ms/step
23%|██▎ | 2461/10770 [14:01<41:26, 3.34it/s]
1/1 [==============================] - 0s 209ms/step
23%|██▎ | 2462/10770 [14:01<40:40, 3.40it/s]
1/1 [==============================] - 0s 207ms/step
23%|██▎ | 2463/10770 [14:02<40:08, 3.45it/s]
1/1 [==============================] - 0s 222ms/step
23%|██▎ | 2464/10770 [14:02<41:01, 3.37it/s]
1/1 [==============================] - 0s 220ms/step
23%|██▎ | 2465/10770 [14:02<41:05, 3.37it/s]
1/1 [==============================] - 0s 205ms/step
23%|██▎ | 2466/10770 [14:03<41:10, 3.36it/s]
1/1 [==============================] - 0s 227ms/step
23%|██▎ | 2467/10770 [14:03<45:28, 3.04it/s]
1/1 [==============================] - 0s 203ms/step
23%|██▎ | 2468/10770 [14:03<43:08, 3.21it/s]
1/1 [==============================] - 0s 216ms/step
23%|██▎ | 2469/10770 [14:03<42:30, 3.26it/s]
1/1 [==============================] - 0s 206ms/step
23%|██▎ | 2470/10770 [14:04<41:24, 3.34it/s]
1/1 [==============================] - 0s 207ms/step
23%|██▎ | 2471/10770 [14:04<41:47, 3.31it/s]
1/1 [==============================] - 0s 218ms/step
23%|██▎ | 2472/10770 [14:04<41:19, 3.35it/s]
1/1 [==============================] - 0s 206ms/step
23%|██▎ | 2473/10770 [14:05<40:34, 3.41it/s]
1/1 [==============================] - 0s 225ms/step
23%|██▎ | 2474/10770 [14:05<40:50, 3.39it/s]
1/1 [==============================] - 0s 208ms/step
23%|██▎ | 2475/10770 [14:05<40:39, 3.40it/s]
1/1 [==============================] - 0s 208ms/step
23%|██▎ | 2476/10770 [14:06<40:17, 3.43it/s]
1/1 [==============================] - 0s 210ms/step
23%|██▎ | 2477/10770 [14:06<40:40, 3.40it/s]
1/1 [==============================] - 0s 222ms/step
23%|██▎ | 2478/10770 [14:06<40:56, 3.38it/s]
1/1 [==============================] - 0s 210ms/step
23%|██▎ | 2479/10770 [14:06<40:39, 3.40it/s]
1/1 [==============================] - 0s 204ms/step
23%|██▎ | 2480/10770 [14:07<40:23, 3.42it/s]
1/1 [==============================] - 0s 233ms/step
23%|██▎ | 2481/10770 [14:07<41:03, 3.37it/s]
1/1 [==============================] - 0s 212ms/step
23%|██▎ | 2482/10770 [14:07<40:39, 3.40it/s]
1/1 [==============================] - 0s 345ms/step
23%|██▎ | 2483/10770 [14:08<46:15, 2.99it/s]
1/1 [==============================] - 0s 385ms/step
23%|██▎ | 2484/10770 [14:08<52:18, 2.64it/s]
1/1 [==============================] - 0s 368ms/step
23%|██▎ | 2485/10770 [14:09<56:41, 2.44it/s]
1/1 [==============================] - 0s 392ms/step
23%|██▎ | 2486/10770 [14:09<1:11:13, 1.94it/s]
1/1 [==============================] - 0s 359ms/step
23%|██▎ | 2487/10770 [14:10<1:08:27, 2.02it/s]
1/1 [==============================] - 0s 374ms/step
23%|██▎ | 2488/10770 [14:11<1:20:39, 1.71it/s]
1/1 [==============================] - 0s 359ms/step
23%|██▎ | 2489/10770 [14:11<1:14:11, 1.86it/s]
1/1 [==============================] - 0s 366ms/step
23%|██▎ | 2490/10770 [14:12<1:23:05, 1.66it/s]
1/1 [==============================] - 0s 199ms/step
23%|██▎ | 2491/10770 [14:12<1:09:00, 2.00it/s]
1/1 [==============================] - 0s 238ms/step
23%|██▎ | 2492/10770 [14:12<1:01:03, 2.26it/s]
1/1 [==============================] - 0s 212ms/step
23%|██▎ | 2493/10770 [14:13<54:45, 2.52it/s]
1/1 [==============================] - 0s 208ms/step
23%|██▎ | 2494/10770 [14:13<50:44, 2.72it/s]
1/1 [==============================] - 0s 227ms/step
23%|██▎ | 2495/10770 [14:13<48:10, 2.86it/s]
1/1 [==============================] - 0s 211ms/step
23%|██▎ | 2496/10770 [14:14<45:40, 3.02it/s]
1/1 [==============================] - 0s 212ms/step
23%|██▎ | 2497/10770 [14:14<43:55, 3.14it/s]
1/1 [==============================] - 0s 208ms/step
23%|██▎ | 2498/10770 [14:14<43:11, 3.19it/s]
1/1 [==============================] - 0s 222ms/step
23%|██▎ | 2499/10770 [14:15<43:17, 3.18it/s]
1/1 [==============================] - 0s 218ms/step
23%|██▎ | 2500/10770 [14:15<42:30, 3.24it/s]
1/1 [==============================] - 0s 216ms/step
23%|██▎ | 2501/10770 [14:15<41:43, 3.30it/s]
1/1 [==============================] - 0s 235ms/step
23%|██▎ | 2502/10770 [14:15<42:14, 3.26it/s]
1/1 [==============================] - 0s 213ms/step
23%|██▎ | 2503/10770 [14:16<41:25, 3.33it/s]
1/1 [==============================] - 0s 229ms/step
23%|██▎ | 2504/10770 [14:16<41:21, 3.33it/s]
1/1 [==============================] - 0s 218ms/step
23%|██▎ | 2505/10770 [14:16<41:12, 3.34it/s]
1/1 [==============================] - 0s 226ms/step
23%|██▎ | 2506/10770 [14:17<41:19, 3.33it/s]
1/1 [==============================] - 0s 223ms/step
23%|██▎ | 2507/10770 [14:17<41:12, 3.34it/s]
1/1 [==============================] - 0s 209ms/step
23%|██▎ | 2508/10770 [14:17<40:39, 3.39it/s]
1/1 [==============================] - 0s 225ms/step
23%|██▎ | 2509/10770 [14:18<40:52, 3.37it/s]
1/1 [==============================] - 0s 210ms/step
23%|██▎ | 2510/10770 [14:18<40:51, 3.37it/s]
1/1 [==============================] - 0s 213ms/step
23%|██▎ | 2511/10770 [14:18<40:54, 3.36it/s]
1/1 [==============================] - 0s 213ms/step
23%|██▎ | 2512/10770 [14:18<40:29, 3.40it/s]
1/1 [==============================] - 0s 223ms/step
23%|██▎ | 2513/10770 [14:19<41:12, 3.34it/s]
1/1 [==============================] - 0s 219ms/step
23%|██▎ | 2514/10770 [14:19<40:45, 3.38it/s]
1/1 [==============================] - 0s 212ms/step
23%|██▎ | 2515/10770 [14:19<40:11, 3.42it/s]
1/1 [==============================] - 0s 221ms/step
23%|██▎ | 2516/10770 [14:20<40:19, 3.41it/s]
1/1 [==============================] - 0s 216ms/step
23%|██▎ | 2517/10770 [14:20<40:12, 3.42it/s]
1/1 [==============================] - 0s 206ms/step
23%|██▎ | 2518/10770 [14:20<39:46, 3.46it/s]
1/1 [==============================] - 0s 205ms/step
23%|██▎ | 2519/10770 [14:20<39:10, 3.51it/s]
1/1 [==============================] - 0s 225ms/step
23%|██▎ | 2520/10770 [14:21<39:56, 3.44it/s]
1/1 [==============================] - 0s 217ms/step
23%|██▎ | 2521/10770 [14:21<40:15, 3.42it/s]
1/1 [==============================] - 0s 213ms/step
23%|██▎ | 2522/10770 [14:21<39:54, 3.44it/s]
1/1 [==============================] - 0s 224ms/step
23%|██▎ | 2523/10770 [14:22<40:01, 3.43it/s]
1/1 [==============================] - 0s 338ms/step
23%|██▎ | 2524/10770 [14:22<46:33, 2.95it/s]
1/1 [==============================] - 0s 371ms/step
23%|██▎ | 2525/10770 [14:23<52:34, 2.61it/s]
1/1 [==============================] - 0s 396ms/step
23%|██▎ | 2526/10770 [14:23<58:11, 2.36it/s]
1/1 [==============================] - 0s 344ms/step
23%|██▎ | 2527/10770 [14:23<58:20, 2.35it/s]
1/1 [==============================] - 0s 387ms/step
23%|██▎ | 2528/10770 [14:24<1:00:15, 2.28it/s]
1/1 [==============================] - 0s 394ms/step
23%|██▎ | 2529/10770 [14:24<1:03:43, 2.16it/s]
1/1 [==============================] - 0s 388ms/step
23%|██▎ | 2530/10770 [14:25<1:05:22, 2.10it/s]
1/1 [==============================] - 0s 367ms/step
24%|██▎ | 2531/10770 [14:26<1:15:46, 1.81it/s]
1/1 [==============================] - 0s 367ms/step
24%|██▎ | 2532/10770 [14:26<1:23:56, 1.64it/s]
1/1 [==============================] - 0s 198ms/step
24%|██▎ | 2533/10770 [14:27<1:09:33, 1.97it/s]
1/1 [==============================] - 0s 216ms/step
24%|██▎ | 2534/10770 [14:27<1:00:33, 2.27it/s]
1/1 [==============================] - 0s 222ms/step
24%|██▎ | 2535/10770 [14:27<55:01, 2.49it/s]
1/1 [==============================] - 0s 201ms/step
24%|██▎ | 2536/10770 [14:28<50:18, 2.73it/s]
1/1 [==============================] - 0s 206ms/step
24%|██▎ | 2537/10770 [14:28<46:57, 2.92it/s]
1/1 [==============================] - 0s 242ms/step
24%|██▎ | 2538/10770 [14:28<45:43, 3.00it/s]
1/1 [==============================] - 0s 218ms/step
24%|██▎ | 2539/10770 [14:28<43:45, 3.14it/s]
1/1 [==============================] - 0s 214ms/step
24%|██▎ | 2540/10770 [14:29<42:21, 3.24it/s]
1/1 [==============================] - 0s 216ms/step
24%|██▎ | 2541/10770 [14:29<41:44, 3.29it/s]
1/1 [==============================] - 0s 215ms/step
24%|██▎ | 2542/10770 [14:29<41:42, 3.29it/s]
1/1 [==============================] - 0s 211ms/step
24%|██▎ | 2543/10770 [14:30<41:20, 3.32it/s]
1/1 [==============================] - 0s 227ms/step
24%|██▎ | 2544/10770 [14:30<41:14, 3.32it/s]
1/1 [==============================] - 0s 230ms/step
24%|██▎ | 2545/10770 [14:30<45:20, 3.02it/s]
1/1 [==============================] - 0s 196ms/step
24%|██▎ | 2546/10770 [14:31<42:26, 3.23it/s]
1/1 [==============================] - 0s 235ms/step
24%|██▎ | 2547/10770 [14:31<42:01, 3.26it/s]
1/1 [==============================] - 0s 230ms/step
24%|██▎ | 2548/10770 [14:31<45:45, 2.99it/s]
1/1 [==============================] - 0s 199ms/step
24%|██▎ | 2549/10770 [14:32<42:51, 3.20it/s]
1/1 [==============================] - 0s 227ms/step
24%|██▎ | 2550/10770 [14:32<42:12, 3.25it/s]
1/1 [==============================] - 0s 213ms/step
24%|██▎ | 2551/10770 [14:32<41:23, 3.31it/s]
1/1 [==============================] - 0s 222ms/step
24%|██▎ | 2552/10770 [14:32<41:23, 3.31it/s]
1/1 [==============================] - 0s 212ms/step
24%|██▎ | 2553/10770 [14:33<40:38, 3.37it/s]
1/1 [==============================] - 0s 203ms/step
24%|██▎ | 2554/10770 [14:33<40:54, 3.35it/s]
1/1 [==============================] - 0s 224ms/step
24%|██▎ | 2555/10770 [14:33<40:41, 3.36it/s]
1/1 [==============================] - 0s 227ms/step
24%|██▎ | 2556/10770 [14:34<40:36, 3.37it/s]
1/1 [==============================] - 0s 219ms/step
24%|██▎ | 2557/10770 [14:34<40:12, 3.40it/s]
1/1 [==============================] - 0s 213ms/step
24%|██▍ | 2558/10770 [14:34<44:28, 3.08it/s]
1/1 [==============================] - 0s 199ms/step
24%|██▍ | 2559/10770 [14:35<41:42, 3.28it/s]
1/1 [==============================] - 0s 229ms/step
24%|██▍ | 2560/10770 [14:35<41:22, 3.31it/s]
1/1 [==============================] - 0s 218ms/step
24%|██▍ | 2561/10770 [14:35<40:38, 3.37it/s]
1/1 [==============================] - 0s 238ms/step
24%|██▍ | 2562/10770 [14:35<41:07, 3.33it/s]
1/1 [==============================] - 0s 224ms/step
24%|██▍ | 2563/10770 [14:36<40:50, 3.35it/s]
1/1 [==============================] - 0s 219ms/step
24%|██▍ | 2564/10770 [14:36<40:35, 3.37it/s]
1/1 [==============================] - 0s 296ms/step
24%|██▍ | 2565/10770 [14:36<44:21, 3.08it/s]
1/1 [==============================] - 0s 384ms/step
24%|██▍ | 2566/10770 [14:37<50:43, 2.70it/s]
1/1 [==============================] - 0s 384ms/step
24%|██▍ | 2567/10770 [14:37<54:51, 2.49it/s]
1/1 [==============================] - 0s 383ms/step
24%|██▍ | 2568/10770 [14:38<58:27, 2.34it/s]
1/1 [==============================] - 0s 362ms/step
24%|██▍ | 2569/10770 [14:39<1:12:24, 1.89it/s]
1/1 [==============================] - 0s 360ms/step
24%|██▍ | 2570/10770 [14:39<1:08:40, 1.99it/s]
1/1 [==============================] - 0s 361ms/step
24%|██▍ | 2571/10770 [14:40<1:06:29, 2.06it/s]
1/1 [==============================] - 0s 382ms/step
24%|██▍ | 2572/10770 [14:40<1:05:50, 2.08it/s]
1/1 [==============================] - 0s 366ms/step
24%|██▍ | 2573/10770 [14:40<1:04:26, 2.12it/s]
1/1 [==============================] - 0s 371ms/step
24%|██▍ | 2574/10770 [14:41<1:03:37, 2.15it/s]
1/1 [==============================] - 0s 210ms/step
24%|██▍ | 2575/10770 [14:41<55:59, 2.44it/s]
1/1 [==============================] - 0s 200ms/step
24%|██▍ | 2576/10770 [14:42<51:45, 2.64it/s]
1/1 [==============================] - 0s 226ms/step
24%|██▍ | 2577/10770 [14:42<48:23, 2.82it/s]
1/1 [==============================] - 0s 203ms/step
24%|██▍ | 2578/10770 [14:42<45:47, 2.98it/s]
1/1 [==============================] - 0s 215ms/step
24%|██▍ | 2579/10770 [14:42<43:36, 3.13it/s]
1/1 [==============================] - 0s 210ms/step
24%|██▍ | 2580/10770 [14:43<42:03, 3.25it/s]
1/1 [==============================] - 0s 250ms/step
24%|██▍ | 2581/10770 [14:43<45:55, 2.97it/s]
1/1 [==============================] - 0s 199ms/step
24%|██▍ | 2582/10770 [14:43<42:51, 3.18it/s]
1/1 [==============================] - 0s 214ms/step
24%|██▍ | 2583/10770 [14:44<41:50, 3.26it/s]
1/1 [==============================] - 0s 235ms/step
24%|██▍ | 2584/10770 [14:44<41:47, 3.27it/s]
1/1 [==============================] - 0s 213ms/step
24%|██▍ | 2585/10770 [14:44<41:01, 3.33it/s]
1/1 [==============================] - 0s 209ms/step
24%|██▍ | 2586/10770 [14:44<40:21, 3.38it/s]
1/1 [==============================] - 0s 217ms/step
24%|██▍ | 2587/10770 [14:45<40:39, 3.35it/s]
1/1 [==============================] - 0s 220ms/step
24%|██▍ | 2588/10770 [14:45<41:48, 3.26it/s]
1/1 [==============================] - 0s 215ms/step
24%|██▍ | 2589/10770 [14:45<41:02, 3.32it/s]
1/1 [==============================] - 0s 216ms/step
24%|██▍ | 2590/10770 [14:46<40:20, 3.38it/s]
1/1 [==============================] - 0s 243ms/step
24%|██▍ | 2591/10770 [14:46<40:56, 3.33it/s]
1/1 [==============================] - 0s 214ms/step
24%|██▍ | 2592/10770 [14:46<41:03, 3.32it/s]
1/1 [==============================] - 0s 211ms/step
24%|██▍ | 2593/10770 [14:47<40:26, 3.37it/s]
1/1 [==============================] - 0s 222ms/step
24%|██▍ | 2594/10770 [14:47<40:10, 3.39it/s]
1/1 [==============================] - 0s 229ms/step
24%|██▍ | 2595/10770 [14:47<40:30, 3.36it/s]
1/1 [==============================] - 0s 225ms/step
24%|██▍ | 2596/10770 [14:47<40:22, 3.37it/s]
1/1 [==============================] - 0s 212ms/step
24%|██▍ | 2597/10770 [14:48<39:38, 3.44it/s]
1/1 [==============================] - 0s 237ms/step
24%|██▍ | 2598/10770 [14:48<40:49, 3.34it/s]
1/1 [==============================] - 0s 215ms/step
24%|██▍ | 2599/10770 [14:48<40:18, 3.38it/s]
1/1 [==============================] - 0s 204ms/step
24%|██▍ | 2600/10770 [14:49<39:32, 3.44it/s]
1/1 [==============================] - 0s 213ms/step
24%|██▍ | 2601/10770 [14:49<39:24, 3.46it/s]
1/1 [==============================] - 0s 236ms/step
24%|██▍ | 2602/10770 [14:49<40:01, 3.40it/s]
1/1 [==============================] - 0s 207ms/step
24%|██▍ | 2603/10770 [14:50<39:49, 3.42it/s]
1/1 [==============================] - 0s 208ms/step
24%|██▍ | 2604/10770 [14:50<39:12, 3.47it/s]
1/1 [==============================] - 0s 223ms/step
24%|██▍ | 2605/10770 [14:50<39:50, 3.42it/s]
1/1 [==============================] - 0s 212ms/step
24%|██▍ | 2606/10770 [14:50<39:32, 3.44it/s]
1/1 [==============================] - 0s 205ms/step
24%|██▍ | 2607/10770 [14:51<39:09, 3.47it/s]
1/1 [==============================] - 0s 263ms/step
24%|██▍ | 2608/10770 [14:51<41:25, 3.28it/s]
1/1 [==============================] - 0s 369ms/step
24%|██▍ | 2609/10770 [14:52<48:50, 2.78it/s]
1/1 [==============================] - 0s 361ms/step
24%|██▍ | 2610/10770 [14:52<51:47, 2.63it/s]
1/1 [==============================] - 0s 389ms/step
24%|██▍ | 2611/10770 [14:52<55:06, 2.47it/s]
1/1 [==============================] - 0s 354ms/step
24%|██▍ | 2612/10770 [14:53<1:07:45, 2.01it/s]
1/1 [==============================] - 0s 389ms/step
24%|██▍ | 2613/10770 [14:54<1:07:07, 2.03it/s]
1/1 [==============================] - 0s 372ms/step
24%|██▍ | 2614/10770 [14:54<1:05:08, 2.09it/s]
1/1 [==============================] - 0s 380ms/step
24%|██▍ | 2615/10770 [14:55<1:15:02, 1.81it/s]
1/1 [==============================] - 0s 342ms/step
24%|██▍ | 2616/10770 [14:55<1:10:30, 1.93it/s]
1/1 [==============================] - 0s 336ms/step
24%|██▍ | 2617/10770 [14:56<1:07:29, 2.01it/s]
1/1 [==============================] - 0s 207ms/step
24%|██▍ | 2618/10770 [14:56<58:53, 2.31it/s]
1/1 [==============================] - 0s 223ms/step
24%|██▍ | 2619/10770 [14:56<53:18, 2.55it/s]
1/1 [==============================] - 0s 224ms/step
24%|██▍ | 2620/10770 [14:57<50:07, 2.71it/s]
1/1 [==============================] - 0s 214ms/step
24%|██▍ | 2621/10770 [14:57<46:32, 2.92it/s]
1/1 [==============================] - 0s 223ms/step
24%|██▍ | 2622/10770 [14:57<44:30, 3.05it/s]
1/1 [==============================] - 0s 222ms/step
24%|██▍ | 2623/10770 [14:57<42:49, 3.17it/s]
1/1 [==============================] - 0s 221ms/step
24%|██▍ | 2624/10770 [14:58<41:51, 3.24it/s]
1/1 [==============================] - 0s 206ms/step
24%|██▍ | 2625/10770 [14:58<40:44, 3.33it/s]
1/1 [==============================] - 0s 214ms/step
24%|██▍ | 2626/10770 [14:58<40:29, 3.35it/s]
1/1 [==============================] - 0s 226ms/step
24%|██▍ | 2627/10770 [14:59<40:39, 3.34it/s]
1/1 [==============================] - 0s 230ms/step
24%|██▍ | 2628/10770 [14:59<40:42, 3.33it/s]
1/1 [==============================] - 0s 213ms/step
24%|██▍ | 2629/10770 [14:59<40:19, 3.36it/s]
1/1 [==============================] - 0s 214ms/step
24%|██▍ | 2630/10770 [14:59<40:22, 3.36it/s]
1/1 [==============================] - 0s 231ms/step
24%|██▍ | 2631/10770 [15:00<40:38, 3.34it/s]
1/1 [==============================] - 0s 212ms/step
24%|██▍ | 2632/10770 [15:00<40:08, 3.38it/s]
1/1 [==============================] - 0s 208ms/step
24%|██▍ | 2633/10770 [15:00<39:38, 3.42it/s]
1/1 [==============================] - 0s 224ms/step
24%|██▍ | 2634/10770 [15:01<39:57, 3.39it/s]
1/1 [==============================] - 0s 218ms/step
24%|██▍ | 2635/10770 [15:01<39:36, 3.42it/s]
1/1 [==============================] - 0s 212ms/step
24%|██▍ | 2636/10770 [15:01<39:27, 3.44it/s]
1/1 [==============================] - 0s 214ms/step
24%|██▍ | 2637/10770 [15:02<39:23, 3.44it/s]
1/1 [==============================] - 0s 235ms/step
24%|██▍ | 2638/10770 [15:02<40:11, 3.37it/s]
1/1 [==============================] - 0s 219ms/step
25%|██▍ | 2639/10770 [15:02<40:12, 3.37it/s]
1/1 [==============================] - 0s 218ms/step
25%|██▍ | 2640/10770 [15:02<40:01, 3.39it/s]
1/1 [==============================] - 0s 234ms/step
25%|██▍ | 2641/10770 [15:03<41:03, 3.30it/s]
1/1 [==============================] - 0s 218ms/step
25%|██▍ | 2642/10770 [15:03<40:37, 3.33it/s]
1/1 [==============================] - 0s 217ms/step
25%|██▍ | 2643/10770 [15:03<40:14, 3.37it/s]
1/1 [==============================] - 0s 210ms/step
25%|██▍ | 2644/10770 [15:04<39:40, 3.41it/s]
1/1 [==============================] - 0s 223ms/step
25%|██▍ | 2645/10770 [15:04<39:53, 3.39it/s]
1/1 [==============================] - 0s 210ms/step
25%|██▍ | 2646/10770 [15:04<39:26, 3.43it/s]
1/1 [==============================] - 0s 211ms/step
25%|██▍ | 2647/10770 [15:04<39:02, 3.47it/s]
1/1 [==============================] - 0s 202ms/step
25%|██▍ | 2648/10770 [15:05<38:36, 3.51it/s]
1/1 [==============================] - 0s 205ms/step
25%|██▍ | 2649/10770 [15:05<39:34, 3.42it/s]
1/1 [==============================] - 0s 217ms/step
25%|██▍ | 2650/10770 [15:05<39:16, 3.45it/s]
1/1 [==============================] - 0s 281ms/step
25%|██▍ | 2651/10770 [15:06<44:06, 3.07it/s]
1/1 [==============================] - 0s 348ms/step
25%|██▍ | 2652/10770 [15:06<49:32, 2.73it/s]
1/1 [==============================] - 0s 394ms/step
25%|██▍ | 2653/10770 [15:07<55:49, 2.42it/s]
1/1 [==============================] - 0s 377ms/step
25%|██▍ | 2654/10770 [15:08<1:10:52, 1.91it/s]
1/1 [==============================] - 0s 382ms/step
25%|██▍ | 2655/10770 [15:08<1:08:53, 1.96it/s]
1/1 [==============================] - 0s 399ms/step
25%|██▍ | 2656/10770 [15:08<1:08:59, 1.96it/s]
1/1 [==============================] - 0s 368ms/step
25%|██▍ | 2657/10770 [15:09<1:05:47, 2.06it/s]
1/1 [==============================] - 0s 375ms/step
25%|██▍ | 2658/10770 [15:09<1:05:12, 2.07it/s]
1/1 [==============================] - 0s 327ms/step
25%|██▍ | 2659/10770 [15:10<1:03:43, 2.12it/s]
1/1 [==============================] - 0s 306ms/step
25%|██▍ | 2660/10770 [15:10<1:00:18, 2.24it/s]
1/1 [==============================] - 0s 225ms/step
25%|██▍ | 2661/10770 [15:11<54:22, 2.49it/s]
1/1 [==============================] - 0s 213ms/step
25%|██▍ | 2662/10770 [15:11<49:49, 2.71it/s]
1/1 [==============================] - 0s 214ms/step
25%|██▍ | 2663/10770 [15:11<47:10, 2.86it/s]
1/1 [==============================] - 0s 207ms/step
25%|██▍ | 2664/10770 [15:11<46:17, 2.92it/s]
1/1 [==============================] - 0s 217ms/step
25%|██▍ | 2665/10770 [15:12<44:01, 3.07it/s]
1/1 [==============================] - 0s 221ms/step
25%|██▍ | 2666/10770 [15:12<42:42, 3.16it/s]
1/1 [==============================] - 0s 236ms/step
25%|██▍ | 2667/10770 [15:12<42:20, 3.19it/s]
1/1 [==============================] - 0s 229ms/step
25%|██▍ | 2668/10770 [15:13<41:59, 3.22it/s]
1/1 [==============================] - 0s 232ms/step
25%|██▍ | 2669/10770 [15:13<41:30, 3.25it/s]
1/1 [==============================] - 0s 224ms/step
25%|██▍ | 2670/10770 [15:13<41:01, 3.29it/s]
1/1 [==============================] - 0s 223ms/step
25%|██▍ | 2671/10770 [15:14<41:12, 3.28it/s]
1/1 [==============================] - 0s 212ms/step
25%|██▍ | 2672/10770 [15:14<40:32, 3.33it/s]
1/1 [==============================] - 0s 213ms/step
25%|██▍ | 2673/10770 [15:14<39:44, 3.39it/s]
1/1 [==============================] - 0s 230ms/step
25%|██▍ | 2674/10770 [15:14<40:36, 3.32it/s]
1/1 [==============================] - 0s 215ms/step
25%|██▍ | 2675/10770 [15:15<40:23, 3.34it/s]
1/1 [==============================] - 0s 218ms/step
25%|██▍ | 2676/10770 [15:15<39:55, 3.38it/s]
1/1 [==============================] - 0s 215ms/step
25%|██▍ | 2677/10770 [15:15<39:36, 3.40it/s]
1/1 [==============================] - 0s 222ms/step
25%|██▍ | 2678/10770 [15:16<39:56, 3.38it/s]
1/1 [==============================] - 0s 221ms/step
25%|██▍ | 2679/10770 [15:16<39:48, 3.39it/s]
1/1 [==============================] - 0s 215ms/step
25%|██▍ | 2680/10770 [15:16<39:17, 3.43it/s]
1/1 [==============================] - 0s 226ms/step
25%|██▍ | 2681/10770 [15:16<39:39, 3.40it/s]
1/1 [==============================] - 0s 217ms/step
25%|██▍ | 2682/10770 [15:17<39:18, 3.43it/s]
1/1 [==============================] - 0s 205ms/step
25%|██▍ | 2683/10770 [15:17<39:28, 3.41it/s]
1/1 [==============================] - 0s 223ms/step
25%|██▍ | 2684/10770 [15:17<39:30, 3.41it/s]
1/1 [==============================] - 0s 212ms/step
25%|██▍ | 2685/10770 [15:18<40:53, 3.30it/s]
1/1 [==============================] - 0s 217ms/step
25%|██▍ | 2686/10770 [15:18<40:37, 3.32it/s]
1/1 [==============================] - 0s 220ms/step
25%|██▍ | 2687/10770 [15:18<40:35, 3.32it/s]
1/1 [==============================] - 0s 239ms/step
25%|██▍ | 2688/10770 [15:19<40:51, 3.30it/s]
1/1 [==============================] - 0s 226ms/step
25%|██▍ | 2689/10770 [15:19<40:39, 3.31it/s]
1/1 [==============================] - 0s 212ms/step
25%|██▍ | 2690/10770 [15:19<39:56, 3.37it/s]
1/1 [==============================] - 0s 224ms/step
25%|██▍ | 2691/10770 [15:19<39:53, 3.38it/s]
1/1 [==============================] - 0s 219ms/step
25%|██▍ | 2692/10770 [15:20<40:33, 3.32it/s]
1/1 [==============================] - 0s 227ms/step
25%|██▌ | 2693/10770 [15:20<40:18, 3.34it/s]
1/1 [==============================] - 0s 325ms/step
25%|██▌ | 2694/10770 [15:21<45:29, 2.96it/s]
1/1 [==============================] - 0s 395ms/step
25%|██▌ | 2695/10770 [15:21<51:55, 2.59it/s]
1/1 [==============================] - 0s 404ms/step
25%|██▌ | 2696/10770 [15:22<59:12, 2.27it/s]
1/1 [==============================] - 0s 361ms/step
25%|██▌ | 2697/10770 [15:22<1:00:32, 2.22it/s]
1/1 [==============================] - 0s 382ms/step
25%|██▌ | 2698/10770 [15:23<1:01:51, 2.18it/s]
1/1 [==============================] - 0s 388ms/step
25%|██▌ | 2699/10770 [15:23<1:03:23, 2.12it/s]
1/1 [==============================] - 0s 356ms/step
25%|██▌ | 2700/10770 [15:23<1:02:07, 2.17it/s]
1/1 [==============================] - 0s 361ms/step
25%|██▌ | 2701/10770 [15:24<1:02:59, 2.13it/s]
1/1 [==============================] - 0s 402ms/step
25%|██▌ | 2702/10770 [15:24<1:04:56, 2.07it/s]
1/1 [==============================] - 0s 384ms/step
25%|██▌ | 2703/10770 [15:25<1:04:37, 2.08it/s]
1/1 [==============================] - 0s 213ms/step
25%|██▌ | 2704/10770 [15:25<56:47, 2.37it/s]
1/1 [==============================] - 0s 213ms/step
25%|██▌ | 2705/10770 [15:26<51:30, 2.61it/s]
1/1 [==============================] - 0s 254ms/step
25%|██▌ | 2706/10770 [15:26<48:57, 2.75it/s]
1/1 [==============================] - 0s 227ms/step
25%|██▌ | 2707/10770 [15:26<46:45, 2.87it/s]
1/1 [==============================] - 0s 211ms/step
25%|██▌ | 2708/10770 [15:26<44:04, 3.05it/s]
1/1 [==============================] - 0s 215ms/step
25%|██▌ | 2709/10770 [15:27<47:08, 2.85it/s]
1/1 [==============================] - 0s 210ms/step
25%|██▌ | 2710/10770 [15:27<44:05, 3.05it/s]
1/1 [==============================] - 0s 219ms/step
25%|██▌ | 2711/10770 [15:27<42:31, 3.16it/s]
1/1 [==============================] - 0s 210ms/step
25%|██▌ | 2712/10770 [15:28<41:02, 3.27it/s]
1/1 [==============================] - 0s 217ms/step
25%|██▌ | 2713/10770 [15:28<40:19, 3.33it/s]
1/1 [==============================] - 0s 217ms/step
25%|██▌ | 2714/10770 [15:28<40:36, 3.31it/s]
1/1 [==============================] - 0s 211ms/step
25%|██▌ | 2715/10770 [15:29<40:04, 3.35it/s]
1/1 [==============================] - 0s 224ms/step
25%|██▌ | 2716/10770 [15:29<40:02, 3.35it/s]
1/1 [==============================] - 0s 236ms/step
25%|██▌ | 2717/10770 [15:29<40:20, 3.33it/s]
1/1 [==============================] - 0s 212ms/step
25%|██▌ | 2718/10770 [15:30<45:08, 2.97it/s]
1/1 [==============================] - 0s 206ms/step
25%|██▌ | 2719/10770 [15:30<42:22, 3.17it/s]
1/1 [==============================] - 0s 231ms/step
25%|██▌ | 2720/10770 [15:30<41:52, 3.20it/s]
1/1 [==============================] - 0s 207ms/step
25%|██▌ | 2721/10770 [15:30<40:48, 3.29it/s]
1/1 [==============================] - 0s 215ms/step
25%|██▌ | 2722/10770 [15:31<39:56, 3.36it/s]
1/1 [==============================] - 0s 231ms/step
25%|██▌ | 2723/10770 [15:31<40:06, 3.34it/s]
1/1 [==============================] - 0s 222ms/step
25%|██▌ | 2724/10770 [15:31<39:58, 3.35it/s]
1/1 [==============================] - 0s 218ms/step
25%|██▌ | 2725/10770 [15:32<39:33, 3.39it/s]
1/1 [==============================] - 0s 222ms/step
25%|██▌ | 2726/10770 [15:32<39:22, 3.40it/s]
1/1 [==============================] - 0s 238ms/step
25%|██▌ | 2727/10770 [15:32<40:00, 3.35it/s]
1/1 [==============================] - 0s 219ms/step
25%|██▌ | 2728/10770 [15:32<39:40, 3.38it/s]
1/1 [==============================] - 0s 210ms/step
25%|██▌ | 2729/10770 [15:33<39:49, 3.37it/s]
1/1 [==============================] - 0s 215ms/step
25%|██▌ | 2730/10770 [15:33<39:42, 3.37it/s]
1/1 [==============================] - 0s 234ms/step
25%|██▌ | 2731/10770 [15:33<40:13, 3.33it/s]
1/1 [==============================] - 0s 211ms/step
25%|██▌ | 2732/10770 [15:34<40:03, 3.34it/s]
1/1 [==============================] - 0s 215ms/step
25%|██▌ | 2733/10770 [15:34<40:18, 3.32it/s]
1/1 [==============================] - 0s 233ms/step
25%|██▌ | 2734/10770 [15:34<40:24, 3.32it/s]
1/1 [==============================] - 0s 226ms/step
25%|██▌ | 2735/10770 [15:35<40:14, 3.33it/s]
1/1 [==============================] - 0s 229ms/step
25%|██▌ | 2736/10770 [15:35<40:03, 3.34it/s]
1/1 [==============================] - 0s 382ms/step
25%|██▌ | 2737/10770 [15:35<46:39, 2.87it/s]
1/1 [==============================] - 0s 392ms/step
25%|██▌ | 2738/10770 [15:36<1:03:04, 2.12it/s]
1/1 [==============================] - 0s 353ms/step
25%|██▌ | 2739/10770 [15:37<1:02:14, 2.15it/s]
1/1 [==============================] - 0s 401ms/step
25%|██▌ | 2740/10770 [15:37<1:05:51, 2.03it/s]
1/1 [==============================] - 0s 402ms/step
25%|██▌ | 2741/10770 [15:38<1:07:13, 1.99it/s]
1/1 [==============================] - 0s 392ms/step
25%|██▌ | 2742/10770 [15:38<1:16:46, 1.74it/s]
1/1 [==============================] - 0s 362ms/step
25%|██▌ | 2743/10770 [15:39<1:11:19, 1.88it/s]
1/1 [==============================] - 0s 358ms/step
25%|██▌ | 2744/10770 [15:39<1:07:54, 1.97it/s]
1/1 [==============================] - 0s 220ms/step
25%|██▌ | 2745/10770 [15:40<59:16, 2.26it/s]
1/1 [==============================] - 0s 220ms/step
25%|██▌ | 2746/10770 [15:40<53:32, 2.50it/s]
1/1 [==============================] - 0s 215ms/step
26%|██▌ | 2747/10770 [15:40<48:55, 2.73it/s]
1/1 [==============================] - 0s 214ms/step
26%|██▌ | 2748/10770 [15:40<45:49, 2.92it/s]
1/1 [==============================] - 0s 227ms/step
26%|██▌ | 2749/10770 [15:41<44:17, 3.02it/s]
1/1 [==============================] - 0s 235ms/step
26%|██▌ | 2750/10770 [15:41<43:27, 3.08it/s]
1/1 [==============================] - 0s 225ms/step
26%|██▌ | 2751/10770 [15:41<43:19, 3.08it/s]
1/1 [==============================] - 0s 230ms/step
26%|██▌ | 2752/10770 [15:42<42:30, 3.14it/s]
1/1 [==============================] - 0s 224ms/step
26%|██▌ | 2753/10770 [15:42<41:40, 3.21it/s]
1/1 [==============================] - 0s 228ms/step
26%|██▌ | 2754/10770 [15:42<45:16, 2.95it/s]
1/1 [==============================] - 0s 202ms/step
26%|██▌ | 2755/10770 [15:43<42:28, 3.15it/s]
1/1 [==============================] - 0s 226ms/step
26%|██▌ | 2756/10770 [15:43<42:15, 3.16it/s]
1/1 [==============================] - 0s 214ms/step
26%|██▌ | 2757/10770 [15:43<41:18, 3.23it/s]
1/1 [==============================] - 0s 228ms/step
26%|██▌ | 2758/10770 [15:44<41:01, 3.25it/s]
1/1 [==============================] - 0s 248ms/step
26%|██▌ | 2759/10770 [15:44<41:28, 3.22it/s]
1/1 [==============================] - 0s 224ms/step
26%|██▌ | 2760/10770 [15:44<40:49, 3.27it/s]
1/1 [==============================] - 0s 212ms/step
26%|██▌ | 2761/10770 [15:44<40:18, 3.31it/s]
1/1 [==============================] - 0s 221ms/step
26%|██▌ | 2762/10770 [15:45<40:19, 3.31it/s]
1/1 [==============================] - 0s 207ms/step
26%|██▌ | 2763/10770 [15:45<40:21, 3.31it/s]
1/1 [==============================] - 0s 228ms/step
26%|██▌ | 2764/10770 [15:45<40:26, 3.30it/s]
1/1 [==============================] - 0s 217ms/step
26%|██▌ | 2765/10770 [15:46<39:55, 3.34it/s]
1/1 [==============================] - 0s 230ms/step
26%|██▌ | 2766/10770 [15:46<40:22, 3.30it/s]
1/1 [==============================] - 0s 217ms/step
26%|██▌ | 2767/10770 [15:46<39:59, 3.34it/s]
1/1 [==============================] - 0s 220ms/step
26%|██▌ | 2768/10770 [15:47<39:58, 3.34it/s]
1/1 [==============================] - 0s 237ms/step
26%|██▌ | 2769/10770 [15:47<43:50, 3.04it/s]
1/1 [==============================] - 0s 201ms/step
26%|██▌ | 2770/10770 [15:47<41:25, 3.22it/s]
1/1 [==============================] - 0s 223ms/step
26%|██▌ | 2771/10770 [15:48<41:02, 3.25it/s]
1/1 [==============================] - 0s 209ms/step
26%|██▌ | 2772/10770 [15:48<41:00, 3.25it/s]
1/1 [==============================] - 0s 224ms/step
26%|██▌ | 2773/10770 [15:48<41:39, 3.20it/s]
1/1 [==============================] - 0s 221ms/step
26%|██▌ | 2774/10770 [15:48<40:46, 3.27it/s]
1/1 [==============================] - 0s 216ms/step
26%|██▌ | 2775/10770 [15:49<40:10, 3.32it/s]
1/1 [==============================] - 0s 231ms/step
26%|██▌ | 2776/10770 [15:49<40:46, 3.27it/s]
1/1 [==============================] - 0s 293ms/step
26%|██▌ | 2777/10770 [15:49<44:39, 2.98it/s]
1/1 [==============================] - 0s 358ms/step
26%|██▌ | 2778/10770 [15:50<49:06, 2.71it/s]
1/1 [==============================] - 0s 371ms/step
26%|██▌ | 2779/10770 [15:50<52:20, 2.54it/s]
1/1 [==============================] - 0s 366ms/step
26%|██▌ | 2780/10770 [15:51<1:05:42, 2.03it/s]
1/1 [==============================] - 0s 364ms/step
26%|██▌ | 2781/10770 [15:52<1:15:27, 1.76it/s]
1/1 [==============================] - 0s 376ms/step
26%|██▌ | 2782/10770 [15:53<1:22:08, 1.62it/s]
1/1 [==============================] - 0s 352ms/step
26%|██▌ | 2783/10770 [15:53<1:14:55, 1.78it/s]
1/1 [==============================] - 0s 379ms/step
26%|██▌ | 2784/10770 [15:53<1:12:03, 1.85it/s]
1/1 [==============================] - 0s 213ms/step
26%|██▌ | 2785/10770 [15:54<1:01:50, 2.15it/s]
1/1 [==============================] - 0s 230ms/step
26%|██▌ | 2786/10770 [15:54<55:22, 2.40it/s]
1/1 [==============================] - 0s 240ms/step
26%|██▌ | 2787/10770 [15:54<51:06, 2.60it/s]
1/1 [==============================] - 0s 214ms/step
26%|██▌ | 2788/10770 [15:55<46:58, 2.83it/s]
1/1 [==============================] - 0s 233ms/step
26%|██▌ | 2789/10770 [15:55<44:55, 2.96it/s]
1/1 [==============================] - 0s 224ms/step
26%|██▌ | 2790/10770 [15:55<43:15, 3.08it/s]
1/1 [==============================] - 0s 214ms/step
26%|██▌ | 2791/10770 [15:56<42:59, 3.09it/s]
1/1 [==============================] - 0s 249ms/step
26%|██▌ | 2792/10770 [15:56<42:57, 3.10it/s]
1/1 [==============================] - 0s 216ms/step
26%|██▌ | 2793/10770 [15:56<41:50, 3.18it/s]
1/1 [==============================] - 0s 236ms/step
26%|██▌ | 2794/10770 [15:57<41:28, 3.20it/s]
1/1 [==============================] - 0s 214ms/step
26%|██▌ | 2795/10770 [15:57<40:57, 3.25it/s]
1/1 [==============================] - 0s 215ms/step
26%|██▌ | 2796/10770 [15:57<40:24, 3.29it/s]
1/1 [==============================] - 0s 240ms/step
26%|██▌ | 2797/10770 [15:57<40:39, 3.27it/s]
1/1 [==============================] - 0s 221ms/step
26%|██▌ | 2798/10770 [15:58<39:59, 3.32it/s]
1/1 [==============================] - 0s 237ms/step
26%|██▌ | 2799/10770 [15:58<40:09, 3.31it/s]
1/1 [==============================] - 0s 220ms/step
26%|██▌ | 2800/10770 [15:58<39:45, 3.34it/s]
1/1 [==============================] - 0s 228ms/step
26%|██▌ | 2801/10770 [15:59<40:16, 3.30it/s]
1/1 [==============================] - 0s 228ms/step
26%|██▌ | 2802/10770 [15:59<40:11, 3.30it/s]
1/1 [==============================] - 0s 231ms/step
26%|██▌ | 2803/10770 [15:59<39:56, 3.32it/s]
1/1 [==============================] - 0s 254ms/step
26%|██▌ | 2804/10770 [16:00<40:58, 3.24it/s]
1/1 [==============================] - 0s 237ms/step
26%|██▌ | 2805/10770 [16:00<41:06, 3.23it/s]
1/1 [==============================] - 0s 225ms/step
26%|██▌ | 2806/10770 [16:00<41:09, 3.23it/s]
1/1 [==============================] - 0s 219ms/step
26%|██▌ | 2807/10770 [16:00<40:31, 3.27it/s]
1/1 [==============================] - 0s 204ms/step
26%|██▌ | 2808/10770 [16:01<40:40, 3.26it/s]
1/1 [==============================] - 0s 217ms/step
26%|██▌ | 2809/10770 [16:01<40:34, 3.27it/s]
1/1 [==============================] - 0s 223ms/step
26%|██▌ | 2810/10770 [16:01<40:09, 3.30it/s]
1/1 [==============================] - 0s 236ms/step
26%|██▌ | 2811/10770 [16:02<40:24, 3.28it/s]
1/1 [==============================] - 0s 219ms/step
26%|██▌ | 2812/10770 [16:02<39:52, 3.33it/s]
1/1 [==============================] - 0s 216ms/step
26%|██▌ | 2813/10770 [16:02<40:01, 3.31it/s]
1/1 [==============================] - 0s 216ms/step
26%|██▌ | 2814/10770 [16:03<39:54, 3.32it/s]
1/1 [==============================] - 0s 211ms/step
26%|██▌ | 2815/10770 [16:03<40:06, 3.31it/s]
1/1 [==============================] - 0s 220ms/step
26%|██▌ | 2816/10770 [16:03<39:52, 3.32it/s]
1/1 [==============================] - 0s 216ms/step
26%|██▌ | 2817/10770 [16:03<39:52, 3.32it/s]
1/1 [==============================] - 0s 350ms/step
26%|██▌ | 2818/10770 [16:04<46:22, 2.86it/s]
1/1 [==============================] - 0s 351ms/step
26%|██▌ | 2819/10770 [16:04<51:49, 2.56it/s]
1/1 [==============================] - 0s 390ms/step
26%|██▌ | 2820/10770 [16:05<1:06:13, 2.00it/s]
1/1 [==============================] - 0s 345ms/step
26%|██▌ | 2821/10770 [16:06<1:03:41, 2.08it/s]
1/1 [==============================] - 0s 419ms/step
26%|██▌ | 2822/10770 [16:06<1:04:54, 2.04it/s]
1/1 [==============================] - 0s 371ms/step
26%|██▌ | 2823/10770 [16:07<1:04:06, 2.07it/s]
1/1 [==============================] - 0s 400ms/step
26%|██▌ | 2824/10770 [16:07<1:05:18, 2.03it/s]
1/1 [==============================] - 0s 402ms/step
26%|██▌ | 2825/10770 [16:08<1:17:34, 1.71it/s]
1/1 [==============================] - 0s 207ms/step
26%|██▌ | 2826/10770 [16:08<1:05:39, 2.02it/s]
1/1 [==============================] - 0s 225ms/step
26%|██▌ | 2827/10770 [16:09<57:43, 2.29it/s]
1/1 [==============================] - 0s 219ms/step
26%|██▋ | 2828/10770 [16:09<52:39, 2.51it/s]
1/1 [==============================] - 0s 221ms/step
26%|██▋ | 2829/10770 [16:09<49:55, 2.65it/s]
1/1 [==============================] - 0s 222ms/step
26%|██▋ | 2830/10770 [16:10<50:57, 2.60it/s]
1/1 [==============================] - 0s 198ms/step
26%|██▋ | 2831/10770 [16:10<46:12, 2.86it/s]
1/1 [==============================] - 0s 243ms/step
26%|██▋ | 2832/10770 [16:10<45:00, 2.94it/s]
1/1 [==============================] - 0s 227ms/step
26%|██▋ | 2833/10770 [16:10<43:13, 3.06it/s]
1/1 [==============================] - 0s 225ms/step
26%|██▋ | 2834/10770 [16:11<42:08, 3.14it/s]
1/1 [==============================] - 0s 241ms/step
26%|██▋ | 2835/10770 [16:11<41:51, 3.16it/s]
1/1 [==============================] - 0s 224ms/step
26%|██▋ | 2836/10770 [16:11<40:55, 3.23it/s]
1/1 [==============================] - 0s 216ms/step
26%|██▋ | 2837/10770 [16:12<40:28, 3.27it/s]
1/1 [==============================] - 0s 225ms/step
26%|██▋ | 2838/10770 [16:12<39:56, 3.31it/s]
1/1 [==============================] - 0s 243ms/step
26%|██▋ | 2839/10770 [16:12<40:54, 3.23it/s]
1/1 [==============================] - 0s 218ms/step
26%|██▋ | 2840/10770 [16:13<40:20, 3.28it/s]
1/1 [==============================] - 0s 226ms/step
26%|██▋ | 2841/10770 [16:13<43:59, 3.00it/s]
1/1 [==============================] - 0s 218ms/step
26%|██▋ | 2842/10770 [16:13<42:15, 3.13it/s]
1/1 [==============================] - 0s 217ms/step
26%|██▋ | 2843/10770 [16:14<41:16, 3.20it/s]
1/1 [==============================] - 0s 217ms/step
26%|██▋ | 2844/10770 [16:14<40:35, 3.25it/s]
1/1 [==============================] - 0s 227ms/step
26%|██▋ | 2845/10770 [16:14<40:57, 3.22it/s]
1/1 [==============================] - 0s 217ms/step
26%|██▋ | 2846/10770 [16:14<40:03, 3.30it/s]
1/1 [==============================] - 0s 205ms/step
26%|██▋ | 2847/10770 [16:15<39:56, 3.31it/s]
1/1 [==============================] - 0s 223ms/step
26%|██▋ | 2848/10770 [16:15<39:35, 3.34it/s]
1/1 [==============================] - 0s 242ms/step
26%|██▋ | 2849/10770 [16:15<40:12, 3.28it/s]
1/1 [==============================] - 0s 215ms/step
26%|██▋ | 2850/10770 [16:16<40:07, 3.29it/s]
1/1 [==============================] - 0s 215ms/step
26%|██▋ | 2851/10770 [16:16<39:27, 3.34it/s]
1/1 [==============================] - 0s 239ms/step
26%|██▋ | 2852/10770 [16:16<40:10, 3.28it/s]
1/1 [==============================] - 0s 213ms/step
26%|██▋ | 2853/10770 [16:17<40:02, 3.30it/s]
1/1 [==============================] - 0s 229ms/step
26%|██▋ | 2854/10770 [16:17<40:12, 3.28it/s]
1/1 [==============================] - 0s 222ms/step
27%|██▋ | 2855/10770 [16:17<39:49, 3.31it/s]
1/1 [==============================] - 0s 228ms/step
27%|██▋ | 2856/10770 [16:17<40:53, 3.23it/s]
1/1 [==============================] - 0s 218ms/step
27%|██▋ | 2857/10770 [16:18<40:17, 3.27it/s]
1/1 [==============================] - 0s 267ms/step
27%|██▋ | 2858/10770 [16:18<44:23, 2.97it/s]
1/1 [==============================] - 0s 375ms/step
27%|██▋ | 2859/10770 [16:19<50:20, 2.62it/s]
1/1 [==============================] - 0s 409ms/step
27%|██▋ | 2860/10770 [16:19<56:53, 2.32it/s]
1/1 [==============================] - 0s 405ms/step
27%|██▋ | 2861/10770 [16:20<1:11:56, 1.83it/s]
1/1 [==============================] - 0s 376ms/step
27%|██▋ | 2862/10770 [16:20<1:08:23, 1.93it/s]
1/1 [==============================] - 0s 390ms/step
27%|██▋ | 2863/10770 [16:21<1:07:00, 1.97it/s]
1/1 [==============================] - 0s 384ms/step
27%|██▋ | 2864/10770 [16:21<1:07:06, 1.96it/s]
1/1 [==============================] - 0s 369ms/step
27%|██▋ | 2865/10770 [16:22<1:18:00, 1.69it/s]
1/1 [==============================] - 0s 205ms/step
27%|██▋ | 2866/10770 [16:23<1:09:46, 1.89it/s]
1/1 [==============================] - 0s 211ms/step
27%|██▋ | 2867/10770 [16:23<59:55, 2.20it/s]
1/1 [==============================] - 0s 221ms/step
27%|██▋ | 2868/10770 [16:23<53:28, 2.46it/s]
1/1 [==============================] - 0s 218ms/step
27%|██▋ | 2869/10770 [16:24<49:07, 2.68it/s]
1/1 [==============================] - 0s 233ms/step
27%|██▋ | 2870/10770 [16:24<46:29, 2.83it/s]
1/1 [==============================] - 0s 223ms/step
27%|██▋ | 2871/10770 [16:24<44:14, 2.98it/s]
1/1 [==============================] - 0s 216ms/step
27%|██▋ | 2872/10770 [16:24<42:46, 3.08it/s]
1/1 [==============================] - 0s 235ms/step
27%|██▋ | 2873/10770 [16:25<42:22, 3.11it/s]
1/1 [==============================] - 0s 233ms/step
27%|██▋ | 2874/10770 [16:25<41:46, 3.15it/s]
1/1 [==============================] - 0s 215ms/step
27%|██▋ | 2875/10770 [16:25<40:55, 3.22it/s]
1/1 [==============================] - 0s 230ms/step
27%|██▋ | 2876/10770 [16:26<40:35, 3.24it/s]
1/1 [==============================] - 0s 270ms/step
27%|██▋ | 2877/10770 [16:26<42:11, 3.12it/s]
1/1 [==============================] - 0s 227ms/step
27%|██▋ | 2878/10770 [16:26<41:08, 3.20it/s]
1/1 [==============================] - 0s 228ms/step
27%|██▋ | 2879/10770 [16:27<40:54, 3.21it/s]
1/1 [==============================] - 0s 229ms/step
27%|██▋ | 2880/10770 [16:27<40:32, 3.24it/s]
1/1 [==============================] - 0s 221ms/step
27%|██▋ | 2881/10770 [16:27<40:00, 3.29it/s]
1/1 [==============================] - 0s 223ms/step
27%|██▋ | 2882/10770 [16:27<39:28, 3.33it/s]
1/1 [==============================] - 0s 219ms/step
27%|██▋ | 2883/10770 [16:28<39:19, 3.34it/s]
1/1 [==============================] - 0s 223ms/step
27%|██▋ | 2884/10770 [16:28<39:59, 3.29it/s]
1/1 [==============================] - 0s 217ms/step
27%|██▋ | 2885/10770 [16:28<39:20, 3.34it/s]
1/1 [==============================] - 0s 229ms/step
27%|██▋ | 2886/10770 [16:29<39:47, 3.30it/s]
1/1 [==============================] - 0s 240ms/step
27%|██▋ | 2887/10770 [16:29<40:14, 3.26it/s]
1/1 [==============================] - 0s 219ms/step
27%|██▋ | 2888/10770 [16:29<39:38, 3.31it/s]
1/1 [==============================] - 0s 222ms/step
27%|██▋ | 2889/10770 [16:30<39:22, 3.34it/s]
1/1 [==============================] - 0s 216ms/step
27%|██▋ | 2890/10770 [16:30<39:07, 3.36it/s]
1/1 [==============================] - 0s 224ms/step
27%|██▋ | 2891/10770 [16:30<39:44, 3.30it/s]
1/1 [==============================] - 0s 217ms/step
27%|██▋ | 2892/10770 [16:30<39:48, 3.30it/s]
1/1 [==============================] - 0s 218ms/step
27%|██▋ | 2893/10770 [16:31<39:20, 3.34it/s]
1/1 [==============================] - 0s 239ms/step
27%|██▋ | 2894/10770 [16:31<40:21, 3.25it/s]
1/1 [==============================] - 0s 216ms/step
27%|██▋ | 2895/10770 [16:31<39:48, 3.30it/s]
1/1 [==============================] - 0s 211ms/step
27%|██▋ | 2896/10770 [16:32<39:41, 3.31it/s]
1/1 [==============================] - 0s 228ms/step
27%|██▋ | 2897/10770 [16:32<39:29, 3.32it/s]
1/1 [==============================] - 0s 265ms/step
27%|██▋ | 2898/10770 [16:32<41:31, 3.16it/s]
1/1 [==============================] - 0s 371ms/step
27%|██▋ | 2899/10770 [16:33<47:24, 2.77it/s]
1/1 [==============================] - 0s 417ms/step
27%|██▋ | 2900/10770 [16:33<54:38, 2.40it/s]
1/1 [==============================] - 0s 362ms/step
27%|██▋ | 2901/10770 [16:34<57:58, 2.26it/s]
1/1 [==============================] - 0s 384ms/step
27%|██▋ | 2902/10770 [16:35<1:11:07, 1.84it/s]
1/1 [==============================] - 0s 360ms/step
27%|██▋ | 2903/10770 [16:35<1:07:03, 1.96it/s]
1/1 [==============================] - 0s 373ms/step
27%|██▋ | 2904/10770 [16:36<1:18:25, 1.67it/s]
1/1 [==============================] - 0s 358ms/step
27%|██▋ | 2905/10770 [16:37<1:24:28, 1.55it/s]
1/1 [==============================] - 0s 205ms/step
27%|██▋ | 2906/10770 [16:37<1:09:51, 1.88it/s]
1/1 [==============================] - 0s 220ms/step
27%|██▋ | 2907/10770 [16:37<1:00:33, 2.16it/s]
1/1 [==============================] - 0s 234ms/step
27%|██▋ | 2908/10770 [16:38<54:16, 2.41it/s]
1/1 [==============================] - 0s 220ms/step
27%|██▋ | 2909/10770 [16:38<49:32, 2.64it/s]
1/1 [==============================] - 0s 210ms/step
27%|██▋ | 2910/10770 [16:38<46:49, 2.80it/s]
1/1 [==============================] - 0s 232ms/step
27%|██▋ | 2911/10770 [16:38<44:51, 2.92it/s]
1/1 [==============================] - 0s 212ms/step
27%|██▋ | 2912/10770 [16:39<42:35, 3.08it/s]
1/1 [==============================] - 0s 219ms/step
27%|██▋ | 2913/10770 [16:39<41:25, 3.16it/s]
1/1 [==============================] - 0s 226ms/step
27%|██▋ | 2914/10770 [16:39<40:57, 3.20it/s]
1/1 [==============================] - 0s 256ms/step
27%|██▋ | 2915/10770 [16:40<41:36, 3.15it/s]
1/1 [==============================] - 0s 217ms/step
27%|██▋ | 2916/10770 [16:40<41:13, 3.18it/s]
1/1 [==============================] - 0s 204ms/step
27%|██▋ | 2917/10770 [16:41<59:52, 2.19it/s]
1/1 [==============================] - 0s 217ms/step
27%|██▋ | 2918/10770 [16:41<53:37, 2.44it/s]
1/1 [==============================] - 0s 227ms/step
27%|██▋ | 2919/10770 [16:41<49:16, 2.66it/s]
1/1 [==============================] - 0s 247ms/step
27%|██▋ | 2920/10770 [16:42<47:05, 2.78it/s]
1/1 [==============================] - 0s 233ms/step
27%|██▋ | 2921/10770 [16:42<44:54, 2.91it/s]
1/1 [==============================] - 0s 225ms/step
27%|██▋ | 2922/10770 [16:42<43:22, 3.02it/s]
1/1 [==============================] - 0s 254ms/step
27%|██▋ | 2923/10770 [16:43<46:39, 2.80it/s]
1/1 [==============================] - 0s 223ms/step
27%|██▋ | 2924/10770 [16:43<44:36, 2.93it/s]
1/1 [==============================] - 0s 222ms/step
27%|██▋ | 2925/10770 [16:43<43:28, 3.01it/s]
1/1 [==============================] - 0s 240ms/step
27%|██▋ | 2926/10770 [16:44<42:59, 3.04it/s]
1/1 [==============================] - 0s 225ms/step
27%|██▋ | 2927/10770 [16:44<42:56, 3.04it/s]
1/1 [==============================] - 0s 225ms/step
27%|██▋ | 2928/10770 [16:44<41:52, 3.12it/s]
1/1 [==============================] - 0s 222ms/step
27%|██▋ | 2929/10770 [16:45<41:06, 3.18it/s]
1/1 [==============================] - 0s 239ms/step
27%|██▋ | 2930/10770 [16:45<41:51, 3.12it/s]
1/1 [==============================] - 0s 229ms/step
27%|██▋ | 2931/10770 [16:45<41:25, 3.15it/s]
1/1 [==============================] - 0s 229ms/step
27%|██▋ | 2932/10770 [16:46<41:15, 3.17it/s]
1/1 [==============================] - 0s 243ms/step
27%|██▋ | 2933/10770 [16:46<42:10, 3.10it/s]
1/1 [==============================] - 0s 233ms/step
27%|██▋ | 2934/10770 [16:46<45:45, 2.85it/s]
1/1 [==============================] - 0s 291ms/step
27%|██▋ | 2935/10770 [16:47<46:10, 2.83it/s]
1/1 [==============================] - 0s 372ms/step
27%|██▋ | 2936/10770 [16:47<52:05, 2.51it/s]
1/1 [==============================] - 0s 402ms/step
27%|██▋ | 2937/10770 [16:48<57:33, 2.27it/s]
1/1 [==============================] - 0s 436ms/step
27%|██▋ | 2938/10770 [16:48<1:02:46, 2.08it/s]
1/1 [==============================] - 0s 393ms/step
27%|██▋ | 2939/10770 [16:49<1:03:35, 2.05it/s]
1/1 [==============================] - 0s 415ms/step
27%|██▋ | 2940/10770 [16:49<1:05:09, 2.00it/s]
1/1 [==============================] - 0s 385ms/step
27%|██▋ | 2941/10770 [16:50<1:15:56, 1.72it/s]
1/1 [==============================] - 0s 368ms/step
27%|██▋ | 2942/10770 [16:51<1:11:36, 1.82it/s]
1/1 [==============================] - 0s 356ms/step
27%|██▋ | 2943/10770 [16:51<1:08:09, 1.91it/s]
1/1 [==============================] - 0s 236ms/step
27%|██▋ | 2944/10770 [16:51<1:00:07, 2.17it/s]
1/1 [==============================] - 0s 223ms/step
27%|██▋ | 2945/10770 [16:52<54:09, 2.41it/s]
1/1 [==============================] - 0s 240ms/step
27%|██▋ | 2946/10770 [16:52<50:12, 2.60it/s]
1/1 [==============================] - 0s 244ms/step
27%|██▋ | 2947/10770 [16:52<47:35, 2.74it/s]
1/1 [==============================] - 0s 220ms/step
27%|██▋ | 2948/10770 [16:53<45:05, 2.89it/s]
1/1 [==============================] - 0s 226ms/step
27%|██▋ | 2949/10770 [16:53<44:08, 2.95it/s]
1/1 [==============================] - 0s 252ms/step
27%|██▋ | 2950/10770 [16:53<43:46, 2.98it/s]
1/1 [==============================] - 0s 232ms/step
27%|██▋ | 2951/10770 [16:54<43:00, 3.03it/s]
1/1 [==============================] - 0s 222ms/step
27%|██▋ | 2952/10770 [16:54<41:48, 3.12it/s]
1/1 [==============================] - 0s 226ms/step
27%|██▋ | 2953/10770 [16:54<41:02, 3.18it/s]
1/1 [==============================] - 0s 230ms/step
27%|██▋ | 2954/10770 [16:54<41:28, 3.14it/s]
1/1 [==============================] - 0s 217ms/step
27%|██▋ | 2955/10770 [16:55<40:55, 3.18it/s]
1/1 [==============================] - 0s 226ms/step
27%|██▋ | 2956/10770 [16:55<40:39, 3.20it/s]
1/1 [==============================] - 0s 231ms/step
27%|██▋ | 2957/10770 [16:55<40:44, 3.20it/s]
1/1 [==============================] - 0s 225ms/step
27%|██▋ | 2958/10770 [16:56<40:09, 3.24it/s]
1/1 [==============================] - 0s 273ms/step
27%|██▋ | 2959/10770 [16:56<42:42, 3.05it/s]
1/1 [==============================] - 0s 239ms/step
27%|██▋ | 2960/10770 [16:56<42:17, 3.08it/s]
1/1 [==============================] - 0s 227ms/step
27%|██▋ | 2961/10770 [16:57<45:57, 2.83it/s]
1/1 [==============================] - 0s 214ms/step
28%|██▊ | 2962/10770 [16:57<43:26, 3.00it/s]
1/1 [==============================] - 0s 240ms/step
28%|██▊ | 2963/10770 [16:57<42:41, 3.05it/s]
1/1 [==============================] - 0s 224ms/step
28%|██▊ | 2964/10770 [16:58<41:49, 3.11it/s]
1/1 [==============================] - 0s 233ms/step
28%|██▊ | 2965/10770 [16:58<41:09, 3.16it/s]
1/1 [==============================] - 0s 249ms/step
28%|██▊ | 2966/10770 [16:58<41:47, 3.11it/s]
1/1 [==============================] - 0s 224ms/step
28%|██▊ | 2967/10770 [16:59<40:53, 3.18it/s]
1/1 [==============================] - 0s 237ms/step
28%|██▊ | 2968/10770 [16:59<40:55, 3.18it/s]
1/1 [==============================] - 0s 232ms/step
28%|██▊ | 2969/10770 [16:59<40:44, 3.19it/s]
1/1 [==============================] - 0s 219ms/step
28%|██▊ | 2970/10770 [17:00<42:22, 3.07it/s]
1/1 [==============================] - 0s 228ms/step
28%|██▊ | 2971/10770 [17:00<41:45, 3.11it/s]
1/1 [==============================] - 0s 224ms/step
28%|██▊ | 2972/10770 [17:00<41:03, 3.16it/s]
1/1 [==============================] - 0s 231ms/step
28%|██▊ | 2973/10770 [17:01<41:47, 3.11it/s]
1/1 [==============================] - 0s 227ms/step
28%|██▊ | 2974/10770 [17:01<41:09, 3.16it/s]
1/1 [==============================] - 0s 356ms/step
28%|██▊ | 2975/10770 [17:01<46:12, 2.81it/s]
1/1 [==============================] - 0s 401ms/step
28%|██▊ | 2976/10770 [17:02<1:03:49, 2.04it/s]
1/1 [==============================] - 0s 375ms/step
28%|██▊ | 2977/10770 [17:03<1:13:44, 1.76it/s]
1/1 [==============================] - 0s 381ms/step
28%|██▊ | 2978/10770 [17:04<1:20:45, 1.61it/s]
1/1 [==============================] - 0s 379ms/step
28%|██▊ | 2979/10770 [17:04<1:14:55, 1.73it/s]
1/1 [==============================] - 0s 377ms/step
28%|██▊ | 2980/10770 [17:05<1:22:36, 1.57it/s]
1/1 [==============================] - 0s 215ms/step
28%|██▊ | 2981/10770 [17:05<1:09:30, 1.87it/s]
1/1 [==============================] - 0s 221ms/step
28%|██▊ | 2982/10770 [17:05<1:00:27, 2.15it/s]
1/1 [==============================] - 0s 232ms/step
28%|██▊ | 2983/10770 [17:06<54:24, 2.39it/s]
1/1 [==============================] - 0s 232ms/step
28%|██▊ | 2984/10770 [17:06<50:04, 2.59it/s]
1/1 [==============================] - 0s 234ms/step
28%|██▊ | 2985/10770 [17:06<51:25, 2.52it/s]
1/1 [==============================] - 0s 227ms/step
28%|██▊ | 2986/10770 [17:07<47:34, 2.73it/s]
1/1 [==============================] - 0s 225ms/step
28%|██▊ | 2987/10770 [17:07<45:26, 2.85it/s]
1/1 [==============================] - 0s 228ms/step
28%|██▊ | 2988/10770 [17:07<43:47, 2.96it/s]
1/1 [==============================] - 0s 230ms/step
28%|██▊ | 2989/10770 [17:08<43:05, 3.01it/s]
1/1 [==============================] - 0s 234ms/step
28%|██▊ | 2990/10770 [17:08<42:26, 3.05it/s]
1/1 [==============================] - 0s 211ms/step
28%|██▊ | 2991/10770 [17:08<42:22, 3.06it/s]
1/1 [==============================] - 0s 219ms/step
28%|██▊ | 2992/10770 [17:09<41:31, 3.12it/s]
1/1 [==============================] - 0s 217ms/step
28%|██▊ | 2993/10770 [17:09<46:08, 2.81it/s]
1/1 [==============================] - 0s 209ms/step
28%|██▊ | 2994/10770 [17:09<43:13, 3.00it/s]
1/1 [==============================] - 0s 229ms/step
28%|██▊ | 2995/10770 [17:10<42:07, 3.08it/s]
1/1 [==============================] - 0s 253ms/step
28%|██▊ | 2996/10770 [17:10<42:20, 3.06it/s]
1/1 [==============================] - 0s 223ms/step
28%|██▊ | 2997/10770 [17:10<41:41, 3.11it/s]
1/1 [==============================] - 0s 220ms/step
28%|██▊ | 2998/10770 [17:11<41:05, 3.15it/s]
1/1 [==============================] - 0s 249ms/step
28%|██▊ | 2999/10770 [17:11<41:25, 3.13it/s]
1/1 [==============================] - 0s 228ms/step
28%|██▊ | 3000/10770 [17:11<40:56, 3.16it/s]
1/1 [==============================] - 0s 222ms/step
28%|██▊ | 3001/10770 [17:12<40:20, 3.21it/s]
1/1 [==============================] - 0s 234ms/step
28%|██▊ | 3002/10770 [17:12<41:12, 3.14it/s]
1/1 [==============================] - 0s 229ms/step
28%|██▊ | 3003/10770 [17:12<40:41, 3.18it/s]
1/1 [==============================] - 0s 225ms/step
28%|██▊ | 3004/10770 [17:13<40:54, 3.16it/s]
1/1 [==============================] - 0s 226ms/step
28%|██▊ | 3005/10770 [17:13<40:42, 3.18it/s]
1/1 [==============================] - 0s 228ms/step
28%|██▊ | 3006/10770 [17:13<40:57, 3.16it/s]
1/1 [==============================] - 0s 228ms/step
28%|██▊ | 3007/10770 [17:14<44:49, 2.89it/s]
1/1 [==============================] - 0s 217ms/step
28%|██▊ | 3008/10770 [17:14<42:29, 3.04it/s]
1/1 [==============================] - 0s 237ms/step
28%|██▊ | 3009/10770 [17:14<42:16, 3.06it/s]
1/1 [==============================] - 0s 216ms/step
28%|██▊ | 3010/10770 [17:14<40:57, 3.16it/s]
1/1 [==============================] - 0s 218ms/step
28%|██▊ | 3011/10770 [17:15<40:40, 3.18it/s]
1/1 [==============================] - 0s 359ms/step
28%|██▊ | 3012/10770 [17:15<46:09, 2.80it/s]
1/1 [==============================] - 0s 375ms/step
28%|██▊ | 3013/10770 [17:16<1:04:09, 2.01it/s]
1/1 [==============================] - 0s 370ms/step
28%|██▊ | 3014/10770 [17:17<1:14:27, 1.74it/s]
1/1 [==============================] - 0s 392ms/step
28%|██▊ | 3015/10770 [17:17<1:11:27, 1.81it/s]
1/1 [==============================] - 0s 397ms/step
28%|██▊ | 3016/10770 [17:18<1:09:40, 1.85it/s]
1/1 [==============================] - 0s 410ms/step
28%|██▊ | 3017/10770 [17:18<1:07:30, 1.91it/s]
1/1 [==============================] - 0s 390ms/step
28%|██▊ | 3018/10770 [17:19<1:06:53, 1.93it/s]
1/1 [==============================] - 0s 316ms/step
28%|██▊ | 3019/10770 [17:19<1:02:26, 2.07it/s]
1/1 [==============================] - 0s 240ms/step
28%|██▊ | 3020/10770 [17:20<55:51, 2.31it/s]
1/1 [==============================] - 0s 227ms/step
28%|██▊ | 3021/10770 [17:20<50:41, 2.55it/s]
1/1 [==============================] - 0s 229ms/step
28%|██▊ | 3022/10770 [17:20<47:01, 2.75it/s]
1/1 [==============================] - 0s 244ms/step
28%|██▊ | 3023/10770 [17:20<45:28, 2.84it/s]
1/1 [==============================] - 0s 218ms/step
28%|██▊ | 3024/10770 [17:21<44:02, 2.93it/s]
1/1 [==============================] - 0s 239ms/step
28%|██▊ | 3025/10770 [17:21<43:10, 2.99it/s]
1/1 [==============================] - 0s 218ms/step
28%|██▊ | 3026/10770 [17:21<41:41, 3.10it/s]
1/1 [==============================] - 0s 217ms/step
28%|██▊ | 3027/10770 [17:22<41:09, 3.14it/s]
1/1 [==============================] - 0s 217ms/step
28%|██▊ | 3028/10770 [17:22<40:08, 3.21it/s]
1/1 [==============================] - 0s 232ms/step
28%|██▊ | 3029/10770 [17:22<43:50, 2.94it/s]
1/1 [==============================] - 0s 211ms/step
28%|██▊ | 3030/10770 [17:23<41:32, 3.11it/s]
1/1 [==============================] - 0s 222ms/step
28%|██▊ | 3031/10770 [17:23<40:38, 3.17it/s]
1/1 [==============================] - 0s 226ms/step
28%|██▊ | 3032/10770 [17:23<40:15, 3.20it/s]
1/1 [==============================] - 0s 235ms/step
28%|██▊ | 3033/10770 [17:24<40:05, 3.22it/s]
1/1 [==============================] - 0s 223ms/step
28%|██▊ | 3034/10770 [17:24<39:26, 3.27it/s]
1/1 [==============================] - 0s 219ms/step
28%|██▊ | 3035/10770 [17:24<39:45, 3.24it/s]
1/1 [==============================] - 0s 228ms/step
28%|██▊ | 3036/10770 [17:25<39:29, 3.26it/s]
1/1 [==============================] - 0s 209ms/step
28%|██▊ | 3037/10770 [17:25<39:49, 3.24it/s]
1/1 [==============================] - 0s 230ms/step
28%|██▊ | 3038/10770 [17:25<39:33, 3.26it/s]
1/1 [==============================] - 0s 226ms/step
28%|██▊ | 3039/10770 [17:25<39:13, 3.29it/s]
1/1 [==============================] - 0s 240ms/step
28%|██▊ | 3040/10770 [17:26<39:35, 3.25it/s]
1/1 [==============================] - 0s 250ms/step
28%|██▊ | 3041/10770 [17:26<40:24, 3.19it/s]
1/1 [==============================] - 0s 219ms/step
28%|██▊ | 3042/10770 [17:26<39:32, 3.26it/s]
1/1 [==============================] - 0s 241ms/step
28%|██▊ | 3043/10770 [17:27<40:06, 3.21it/s]
1/1 [==============================] - 0s 229ms/step
28%|██▊ | 3044/10770 [17:27<39:37, 3.25it/s]
1/1 [==============================] - 0s 225ms/step
28%|██▊ | 3045/10770 [17:27<39:00, 3.30it/s]
1/1 [==============================] - 0s 224ms/step
28%|██▊ | 3046/10770 [17:28<39:11, 3.29it/s]
1/1 [==============================] - 0s 242ms/step
28%|██▊ | 3047/10770 [17:28<39:38, 3.25it/s]
1/1 [==============================] - 0s 213ms/step
28%|██▊ | 3048/10770 [17:28<43:31, 2.96it/s]
1/1 [==============================] - 0s 201ms/step
28%|██▊ | 3049/10770 [17:29<40:52, 3.15it/s]
1/1 [==============================] - 0s 237ms/step
28%|██▊ | 3050/10770 [17:29<40:33, 3.17it/s]
1/1 [==============================] - 0s 253ms/step
28%|██▊ | 3051/10770 [17:29<41:21, 3.11it/s]
1/1 [==============================] - 0s 365ms/step
28%|██▊ | 3052/10770 [17:30<47:08, 2.73it/s]
1/1 [==============================] - 0s 393ms/step
28%|██▊ | 3053/10770 [17:30<52:28, 2.45it/s]
1/1 [==============================] - 0s 353ms/step
28%|██▊ | 3054/10770 [17:31<53:11, 2.42it/s]
1/1 [==============================] - 0s 396ms/step
28%|██▊ | 3055/10770 [17:31<56:49, 2.26it/s]
1/1 [==============================] - 0s 372ms/step
28%|██▊ | 3056/10770 [17:32<58:54, 2.18it/s]
1/1 [==============================] - 0s 392ms/step
28%|██▊ | 3057/10770 [17:32<1:01:09, 2.10it/s]
1/1 [==============================] - 0s 380ms/step
28%|██▊ | 3058/10770 [17:33<1:13:14, 1.75it/s]
1/1 [==============================] - 0s 365ms/step
28%|██▊ | 3059/10770 [17:33<1:08:46, 1.87it/s]
1/1 [==============================] - 0s 387ms/step
28%|██▊ | 3060/10770 [17:34<1:06:49, 1.92it/s]
1/1 [==============================] - 0s 241ms/step
28%|██▊ | 3061/10770 [17:34<58:43, 2.19it/s]
1/1 [==============================] - 0s 219ms/step
28%|██▊ | 3062/10770 [17:34<52:44, 2.44it/s]
1/1 [==============================] - 0s 217ms/step
28%|██▊ | 3063/10770 [17:35<47:58, 2.68it/s]
1/1 [==============================] - 0s 212ms/step
28%|██▊ | 3064/10770 [17:35<45:38, 2.81it/s]
1/1 [==============================] - 0s 237ms/step
28%|██▊ | 3065/10770 [17:35<44:01, 2.92it/s]
1/1 [==============================] - 0s 219ms/step
28%|██▊ | 3066/10770 [17:36<42:16, 3.04it/s]
1/1 [==============================] - 0s 224ms/step
28%|██▊ | 3067/10770 [17:36<41:04, 3.13it/s]
1/1 [==============================] - 0s 229ms/step
28%|██▊ | 3068/10770 [17:36<41:09, 3.12it/s]
1/1 [==============================] - 0s 227ms/step
28%|██▊ | 3069/10770 [17:37<40:21, 3.18it/s]
1/1 [==============================] - 0s 222ms/step
29%|██▊ | 3070/10770 [17:37<39:36, 3.24it/s]
1/1 [==============================] - 0s 221ms/step
29%|██▊ | 3071/10770 [17:37<39:08, 3.28it/s]
1/1 [==============================] - 0s 235ms/step
29%|██▊ | 3072/10770 [17:38<39:55, 3.21it/s]
1/1 [==============================] - 0s 225ms/step
29%|██▊ | 3073/10770 [17:38<39:32, 3.24it/s]
1/1 [==============================] - 0s 215ms/step
29%|██▊ | 3074/10770 [17:38<38:58, 3.29it/s]
1/1 [==============================] - 0s 244ms/step
29%|██▊ | 3075/10770 [17:38<39:35, 3.24it/s]
1/1 [==============================] - 0s 220ms/step
29%|██▊ | 3076/10770 [17:39<39:00, 3.29it/s]
1/1 [==============================] - 0s 221ms/step
29%|██▊ | 3077/10770 [17:39<38:29, 3.33it/s]
1/1 [==============================] - 0s 229ms/step
29%|██▊ | 3078/10770 [17:39<38:49, 3.30it/s]
1/1 [==============================] - 0s 230ms/step
29%|██▊ | 3079/10770 [17:40<39:42, 3.23it/s]
1/1 [==============================] - 0s 221ms/step
29%|██▊ | 3080/10770 [17:40<39:10, 3.27it/s]
1/1 [==============================] - 0s 221ms/step
29%|██▊ | 3081/10770 [17:40<38:52, 3.30it/s]
1/1 [==============================] - 0s 243ms/step
29%|██▊ | 3082/10770 [17:41<39:24, 3.25it/s]
1/1 [==============================] - 0s 219ms/step
29%|██▊ | 3083/10770 [17:41<38:48, 3.30it/s]
1/1 [==============================] - 0s 219ms/step
29%|██▊ | 3084/10770 [17:41<38:20, 3.34it/s]
1/1 [==============================] - 0s 237ms/step
29%|██▊ | 3085/10770 [17:42<42:13, 3.03it/s]
1/1 [==============================] - 0s 208ms/step
29%|██▊ | 3086/10770 [17:42<40:03, 3.20it/s]
1/1 [==============================] - 0s 218ms/step
29%|██▊ | 3087/10770 [17:42<39:21, 3.25it/s]
1/1 [==============================] - 0s 226ms/step
29%|██▊ | 3088/10770 [17:42<39:19, 3.26it/s]
1/1 [==============================] - 0s 212ms/step
29%|██▊ | 3089/10770 [17:43<39:35, 3.23it/s]
1/1 [==============================] - 0s 201ms/step
29%|██▊ | 3090/10770 [17:43<39:54, 3.21it/s]
1/1 [==============================] - 0s 231ms/step
29%|██▊ | 3091/10770 [17:43<39:40, 3.23it/s]
1/1 [==============================] - 0s 226ms/step
29%|██▊ | 3092/10770 [17:44<39:32, 3.24it/s]
1/1 [==============================] - 0s 290ms/step
29%|██▊ | 3093/10770 [17:44<41:19, 3.10it/s]
1/1 [==============================] - 0s 359ms/step
29%|██▊ | 3094/10770 [17:45<47:40, 2.68it/s]
1/1 [==============================] - 0s 390ms/step
29%|██▊ | 3095/10770 [17:45<1:02:41, 2.04it/s]
1/1 [==============================] - 0s 347ms/step
29%|██▊ | 3096/10770 [17:46<1:12:40, 1.76it/s]
1/1 [==============================] - 0s 368ms/step
29%|██▉ | 3097/10770 [17:47<1:19:13, 1.61it/s]
1/1 [==============================] - 0s 385ms/step
29%|██▉ | 3098/10770 [17:48<1:24:18, 1.52it/s]
1/1 [==============================] - 1s 512ms/step
29%|██▉ | 3099/10770 [17:48<1:22:46, 1.54it/s]
1/1 [==============================] - 0s 220ms/step
29%|██▉ | 3100/10770 [17:48<1:09:40, 1.83it/s]
1/1 [==============================] - 0s 214ms/step
29%|██▉ | 3101/10770 [17:49<1:00:20, 2.12it/s]
1/1 [==============================] - 0s 253ms/step
29%|██▉ | 3102/10770 [17:49<54:40, 2.34it/s]
1/1 [==============================] - 0s 215ms/step
29%|██▉ | 3103/10770 [17:49<49:20, 2.59it/s]
1/1 [==============================] - 0s 216ms/step
29%|██▉ | 3104/10770 [17:50<46:01, 2.78it/s]
1/1 [==============================] - 0s 233ms/step
29%|██▉ | 3105/10770 [17:50<44:05, 2.90it/s]
1/1 [==============================] - 0s 220ms/step
29%|██▉ | 3106/10770 [17:50<42:08, 3.03it/s]
1/1 [==============================] - 0s 223ms/step
29%|██▉ | 3107/10770 [17:51<40:54, 3.12it/s]
1/1 [==============================] - 0s 226ms/step
29%|██▉ | 3108/10770 [17:51<39:57, 3.20it/s]
1/1 [==============================] - 0s 225ms/step
29%|██▉ | 3109/10770 [17:51<39:43, 3.21it/s]
1/1 [==============================] - 0s 230ms/step
29%|██▉ | 3110/10770 [17:51<39:22, 3.24it/s]
1/1 [==============================] - 0s 218ms/step
29%|██▉ | 3111/10770 [17:52<38:35, 3.31it/s]
1/1 [==============================] - 0s 239ms/step
29%|██▉ | 3112/10770 [17:52<39:32, 3.23it/s]
1/1 [==============================] - 0s 218ms/step
29%|██▉ | 3113/10770 [17:52<38:58, 3.27it/s]
1/1 [==============================] - 0s 227ms/step
29%|██▉ | 3114/10770 [17:53<39:11, 3.26it/s]
1/1 [==============================] - 0s 231ms/step
29%|██▉ | 3115/10770 [17:53<39:03, 3.27it/s]
1/1 [==============================] - 0s 227ms/step
29%|██▉ | 3116/10770 [17:53<39:21, 3.24it/s]
1/1 [==============================] - 0s 227ms/step
29%|██▉ | 3117/10770 [17:54<38:55, 3.28it/s]
1/1 [==============================] - 0s 228ms/step
29%|██▉ | 3118/10770 [17:54<38:32, 3.31it/s]
1/1 [==============================] - 0s 247ms/step
29%|██▉ | 3119/10770 [17:54<39:21, 3.24it/s]
1/1 [==============================] - 0s 222ms/step
29%|██▉ | 3120/10770 [17:55<38:54, 3.28it/s]
1/1 [==============================] - 0s 233ms/step
29%|██▉ | 3121/10770 [17:55<38:44, 3.29it/s]
1/1 [==============================] - 0s 249ms/step
29%|██▉ | 3122/10770 [17:55<39:26, 3.23it/s]
1/1 [==============================] - 0s 224ms/step
29%|██▉ | 3123/10770 [17:55<39:25, 3.23it/s]
1/1 [==============================] - 0s 226ms/step
29%|██▉ | 3124/10770 [17:56<39:10, 3.25it/s]
1/1 [==============================] - 0s 229ms/step
29%|██▉ | 3125/10770 [17:56<43:30, 2.93it/s]
1/1 [==============================] - 0s 201ms/step
29%|██▉ | 3126/10770 [17:56<40:47, 3.12it/s]
1/1 [==============================] - 0s 211ms/step
29%|██▉ | 3127/10770 [17:57<39:39, 3.21it/s]
1/1 [==============================] - 0s 220ms/step
29%|██▉ | 3128/10770 [17:57<39:20, 3.24it/s]
1/1 [==============================] - 0s 235ms/step
29%|██▉ | 3129/10770 [17:57<39:45, 3.20it/s]
1/1 [==============================] - 0s 220ms/step
29%|██▉ | 3130/10770 [17:58<38:55, 3.27it/s]
1/1 [==============================] - 0s 223ms/step
29%|██▉ | 3131/10770 [17:58<38:52, 3.28it/s]
1/1 [==============================] - 0s 363ms/step
29%|██▉ | 3132/10770 [17:58<43:53, 2.90it/s]
1/1 [==============================] - 0s 403ms/step
29%|██▉ | 3133/10770 [17:59<49:58, 2.55it/s]
1/1 [==============================] - 0s 380ms/step
29%|██▉ | 3134/10770 [18:00<1:04:53, 1.96it/s]
1/1 [==============================] - 0s 372ms/step
29%|██▉ | 3135/10770 [18:00<1:03:12, 2.01it/s]
1/1 [==============================] - 0s 394ms/step
29%|██▉ | 3136/10770 [18:01<1:02:48, 2.03it/s]
1/1 [==============================] - 0s 383ms/step
29%|██▉ | 3137/10770 [18:01<1:02:14, 2.04it/s]
1/1 [==============================] - 0s 394ms/step
29%|██▉ | 3138/10770 [18:02<1:03:06, 2.02it/s]
1/1 [==============================] - 0s 367ms/step
29%|██▉ | 3139/10770 [18:02<1:03:05, 2.02it/s]
1/1 [==============================] - 0s 387ms/step
29%|██▉ | 3140/10770 [18:03<1:02:20, 2.04it/s]
1/1 [==============================] - 0s 267ms/step
29%|██▉ | 3141/10770 [18:03<58:27, 2.18it/s]
1/1 [==============================] - 0s 229ms/step
29%|██▉ | 3142/10770 [18:03<52:40, 2.41it/s]
1/1 [==============================] - 0s 240ms/step
29%|██▉ | 3143/10770 [18:04<48:42, 2.61it/s]
1/1 [==============================] - 0s 233ms/step
29%|██▉ | 3144/10770 [18:04<45:48, 2.77it/s]
1/1 [==============================] - 0s 221ms/step
29%|██▉ | 3145/10770 [18:04<44:06, 2.88it/s]
1/1 [==============================] - 0s 226ms/step
29%|██▉ | 3146/10770 [18:05<42:38, 2.98it/s]
1/1 [==============================] - 0s 243ms/step
29%|██▉ | 3147/10770 [18:05<42:06, 3.02it/s]
1/1 [==============================] - 0s 215ms/step
29%|██▉ | 3148/10770 [18:05<40:30, 3.14it/s]
1/1 [==============================] - 0s 231ms/step
29%|██▉ | 3149/10770 [18:05<39:57, 3.18it/s]
1/1 [==============================] - 0s 445ms/step
29%|██▉ | 3150/10770 [18:06<55:47, 2.28it/s]
1/1 [==============================] - 0s 295ms/step
29%|██▉ | 3151/10770 [18:07<53:25, 2.38it/s]
1/1 [==============================] - 0s 450ms/step
29%|██▉ | 3152/10770 [18:07<58:37, 2.17it/s]
1/1 [==============================] - 0s 478ms/step
29%|██▉ | 3153/10770 [18:08<1:09:04, 1.84it/s]
1/1 [==============================] - 0s 262ms/step
29%|██▉ | 3154/10770 [18:08<1:03:21, 2.00it/s]
1/1 [==============================] - 0s 405ms/step
29%|██▉ | 3155/10770 [18:09<1:14:01, 1.71it/s]
1/1 [==============================] - 0s 292ms/step
29%|██▉ | 3156/10770 [18:10<1:11:44, 1.77it/s]
1/1 [==============================] - 0s 394ms/step
29%|██▉ | 3157/10770 [18:10<1:20:40, 1.57it/s]
1/1 [==============================] - 0s 199ms/step
29%|██▉ | 3158/10770 [18:11<1:06:32, 1.91it/s]
1/1 [==============================] - 0s 229ms/step
29%|██▉ | 3159/10770 [18:11<58:11, 2.18it/s]
1/1 [==============================] - 0s 222ms/step
29%|██▉ | 3160/10770 [18:11<52:50, 2.40it/s]
1/1 [==============================] - 0s 236ms/step
29%|██▉ | 3161/10770 [18:12<48:35, 2.61it/s]
1/1 [==============================] - 0s 230ms/step
29%|██▉ | 3162/10770 [18:12<45:24, 2.79it/s]
1/1 [==============================] - 0s 252ms/step
29%|██▉ | 3163/10770 [18:12<44:09, 2.87it/s]
1/1 [==============================] - 0s 217ms/step
29%|██▉ | 3164/10770 [18:12<42:05, 3.01it/s]
1/1 [==============================] - 0s 226ms/step
29%|██▉ | 3165/10770 [18:13<40:45, 3.11it/s]
1/1 [==============================] - 0s 357ms/step
29%|██▉ | 3166/10770 [18:13<56:03, 2.26it/s]
1/1 [==============================] - 0s 363ms/step
29%|██▉ | 3167/10770 [18:14<1:07:37, 1.87it/s]
1/1 [==============================] - 0s 353ms/step
29%|██▉ | 3168/10770 [18:15<1:04:10, 1.97it/s]
1/1 [==============================] - 0s 421ms/step
29%|██▉ | 3169/10770 [18:15<1:05:39, 1.93it/s]
1/1 [==============================] - 0s 350ms/step
29%|██▉ | 3170/10770 [18:16<1:03:28, 2.00it/s]
1/1 [==============================] - 0s 449ms/step
29%|██▉ | 3171/10770 [18:16<1:13:37, 1.72it/s]
1/1 [==============================] - 0s 368ms/step
29%|██▉ | 3172/10770 [18:17<1:08:45, 1.84it/s]
1/1 [==============================] - 0s 298ms/step
29%|██▉ | 3173/10770 [18:17<1:04:01, 1.98it/s]
1/1 [==============================] - 0s 219ms/step
29%|██▉ | 3174/10770 [18:18<55:51, 2.27it/s]
1/1 [==============================] - 0s 238ms/step
29%|██▉ | 3175/10770 [18:18<54:19, 2.33it/s]
1/1 [==============================] - 0s 206ms/step
29%|██▉ | 3176/10770 [18:18<52:35, 2.41it/s]
1/1 [==============================] - 0s 199ms/step
29%|██▉ | 3177/10770 [18:19<46:59, 2.69it/s]
1/1 [==============================] - 0s 227ms/step
30%|██▉ | 3178/10770 [18:19<44:46, 2.83it/s]
1/1 [==============================] - 0s 225ms/step
30%|██▉ | 3179/10770 [18:19<42:47, 2.96it/s]
1/1 [==============================] - 0s 239ms/step
30%|██▉ | 3180/10770 [18:20<41:54, 3.02it/s]
1/1 [==============================] - 0s 235ms/step
30%|██▉ | 3181/10770 [18:20<41:07, 3.08it/s]
1/1 [==============================] - 0s 227ms/step
30%|██▉ | 3182/10770 [18:20<40:01, 3.16it/s]
1/1 [==============================] - 0s 236ms/step
30%|██▉ | 3183/10770 [18:21<39:51, 3.17it/s]
1/1 [==============================] - 0s 227ms/step
30%|██▉ | 3184/10770 [18:21<42:50, 2.95it/s]
1/1 [==============================] - 0s 200ms/step
30%|██▉ | 3185/10770 [18:21<39:59, 3.16it/s]
1/1 [==============================] - 0s 247ms/step
30%|██▉ | 3186/10770 [18:22<40:05, 3.15it/s]
1/1 [==============================] - 0s 227ms/step
30%|██▉ | 3187/10770 [18:22<39:26, 3.20it/s]
1/1 [==============================] - 0s 223ms/step
30%|██▉ | 3188/10770 [18:22<39:00, 3.24it/s]
1/1 [==============================] - 0s 220ms/step
30%|██▉ | 3189/10770 [18:22<39:14, 3.22it/s]
1/1 [==============================] - 0s 230ms/step
30%|██▉ | 3190/10770 [18:23<39:35, 3.19it/s]
1/1 [==============================] - 0s 219ms/step
30%|██▉ | 3191/10770 [18:23<39:19, 3.21it/s]
1/1 [==============================] - 0s 221ms/step
30%|██▉ | 3192/10770 [18:23<38:58, 3.24it/s]
1/1 [==============================] - 0s 256ms/step
30%|██▉ | 3193/10770 [18:24<39:33, 3.19it/s]
1/1 [==============================] - 0s 232ms/step
30%|██▉ | 3194/10770 [18:24<39:15, 3.22it/s]
1/1 [==============================] - 0s 214ms/step
30%|██▉ | 3195/10770 [18:24<38:31, 3.28it/s]
1/1 [==============================] - 0s 248ms/step
30%|██▉ | 3196/10770 [18:25<39:03, 3.23it/s]
1/1 [==============================] - 0s 241ms/step
30%|██▉ | 3197/10770 [18:25<39:15, 3.22it/s]
1/1 [==============================] - 0s 211ms/step
30%|██▉ | 3198/10770 [18:25<38:23, 3.29it/s]
1/1 [==============================] - 0s 220ms/step
30%|██▉ | 3199/10770 [18:25<37:46, 3.34it/s]
1/1 [==============================] - 0s 236ms/step
30%|██▉ | 3200/10770 [18:26<38:50, 3.25it/s]
1/1 [==============================] - 0s 221ms/step
30%|██▉ | 3201/10770 [18:26<39:25, 3.20it/s]
1/1 [==============================] - 0s 253ms/step
30%|██▉ | 3202/10770 [18:26<40:30, 3.11it/s]
1/1 [==============================] - 0s 240ms/step
30%|██▉ | 3203/10770 [18:27<40:14, 3.13it/s]
1/1 [==============================] - 0s 221ms/step
30%|██▉ | 3204/10770 [18:27<39:51, 3.16it/s]
1/1 [==============================] - 0s 354ms/step
30%|██▉ | 3205/10770 [18:28<43:48, 2.88it/s]
1/1 [==============================] - 0s 407ms/step
30%|██▉ | 3206/10770 [18:28<1:00:35, 2.08it/s]
1/1 [==============================] - 0s 342ms/step
30%|██▉ | 3207/10770 [18:29<1:10:23, 1.79it/s]
1/1 [==============================] - 0s 359ms/step
30%|██▉ | 3208/10770 [18:30<1:17:28, 1.63it/s]
1/1 [==============================] - 0s 376ms/step
30%|██▉ | 3209/10770 [18:30<1:11:43, 1.76it/s]
1/1 [==============================] - 0s 363ms/step
30%|██▉ | 3210/10770 [18:31<1:18:33, 1.60it/s]
1/1 [==============================] - 0s 204ms/step
30%|██▉ | 3211/10770 [18:31<1:06:05, 1.91it/s]
1/1 [==============================] - 0s 227ms/step
30%|██▉ | 3212/10770 [18:32<57:28, 2.19it/s]
1/1 [==============================] - 0s 245ms/step
30%|██▉ | 3213/10770 [18:32<52:03, 2.42it/s]
1/1 [==============================] - 0s 244ms/step
30%|██▉ | 3214/10770 [18:32<48:39, 2.59it/s]
1/1 [==============================] - 0s 237ms/step
30%|██▉ | 3215/10770 [18:33<45:37, 2.76it/s]
1/1 [==============================] - 0s 219ms/step
30%|██▉ | 3216/10770 [18:33<43:16, 2.91it/s]
1/1 [==============================] - 0s 246ms/step
30%|██▉ | 3217/10770 [18:33<42:31, 2.96it/s]
1/1 [==============================] - 0s 213ms/step
30%|██▉ | 3218/10770 [18:33<40:38, 3.10it/s]
1/1 [==============================] - 0s 224ms/step
30%|██▉ | 3219/10770 [18:34<39:25, 3.19it/s]
1/1 [==============================] - 0s 241ms/step
30%|██▉ | 3220/10770 [18:34<39:47, 3.16it/s]
1/1 [==============================] - 0s 237ms/step
30%|██▉ | 3221/10770 [18:34<39:22, 3.20it/s]
1/1 [==============================] - 0s 213ms/step
30%|██▉ | 3222/10770 [18:35<38:50, 3.24it/s]
1/1 [==============================] - 0s 239ms/step
30%|██▉ | 3223/10770 [18:35<39:08, 3.21it/s]
1/1 [==============================] - 0s 246ms/step
30%|██▉ | 3224/10770 [18:35<39:29, 3.18it/s]
1/1 [==============================] - 0s 221ms/step
30%|██▉ | 3225/10770 [18:36<38:30, 3.27it/s]
1/1 [==============================] - 0s 227ms/step
30%|██▉ | 3226/10770 [18:36<38:08, 3.30it/s]
1/1 [==============================] - 0s 232ms/step
30%|██▉ | 3227/10770 [18:36<38:17, 3.28it/s]
1/1 [==============================] - 0s 221ms/step
30%|██▉ | 3228/10770 [18:36<37:46, 3.33it/s]
1/1 [==============================] - 0s 227ms/step
30%|██▉ | 3229/10770 [18:37<37:22, 3.36it/s]
1/1 [==============================] - 0s 232ms/step
30%|██▉ | 3230/10770 [18:37<37:58, 3.31it/s]
1/1 [==============================] - 0s 241ms/step
30%|███ | 3231/10770 [18:37<38:43, 3.24it/s]
1/1 [==============================] - 0s 221ms/step
30%|███ | 3232/10770 [18:38<38:15, 3.28it/s]
1/1 [==============================] - 0s 227ms/step
30%|███ | 3233/10770 [18:38<38:43, 3.24it/s]
1/1 [==============================] - 0s 243ms/step
30%|███ | 3234/10770 [18:38<39:10, 3.21it/s]
1/1 [==============================] - 0s 234ms/step
30%|███ | 3235/10770 [18:39<38:53, 3.23it/s]
1/1 [==============================] - 0s 226ms/step
30%|███ | 3236/10770 [18:39<38:33, 3.26it/s]
1/1 [==============================] - 0s 239ms/step
30%|███ | 3237/10770 [18:39<38:42, 3.24it/s]
1/1 [==============================] - 0s 234ms/step
30%|███ | 3238/10770 [18:40<38:20, 3.27it/s]
1/1 [==============================] - 0s 253ms/step
30%|███ | 3239/10770 [18:40<38:47, 3.24it/s]
1/1 [==============================] - 0s 222ms/step
30%|███ | 3240/10770 [18:40<38:13, 3.28it/s]
1/1 [==============================] - 0s 238ms/step
30%|███ | 3241/10770 [18:40<38:25, 3.27it/s]
1/1 [==============================] - 0s 230ms/step
30%|███ | 3242/10770 [18:41<38:09, 3.29it/s]
1/1 [==============================] - 0s 261ms/step
30%|███ | 3243/10770 [18:41<39:17, 3.19it/s]
1/1 [==============================] - 0s 374ms/step
30%|███ | 3244/10770 [18:42<46:19, 2.71it/s]
1/1 [==============================] - 0s 383ms/step
30%|███ | 3245/10770 [18:42<50:39, 2.48it/s]
1/1 [==============================] - 0s 367ms/step
30%|███ | 3246/10770 [18:43<52:40, 2.38it/s]
1/1 [==============================] - 0s 362ms/step
30%|███ | 3247/10770 [18:43<1:05:33, 1.91it/s]
1/1 [==============================] - 0s 371ms/step
30%|███ | 3248/10770 [18:44<1:03:51, 1.96it/s]
1/1 [==============================] - 0s 378ms/step
30%|███ | 3249/10770 [18:45<1:12:21, 1.73it/s]
1/1 [==============================] - 0s 377ms/step
30%|███ | 3250/10770 [18:45<1:08:12, 1.84it/s]
1/1 [==============================] - 0s 372ms/step
30%|███ | 3251/10770 [18:45<1:05:46, 1.91it/s]
1/1 [==============================] - 0s 249ms/step
30%|███ | 3252/10770 [18:46<59:35, 2.10it/s]
1/1 [==============================] - 0s 234ms/step
30%|███ | 3253/10770 [18:46<52:58, 2.36it/s]
1/1 [==============================] - 0s 236ms/step
30%|███ | 3254/10770 [18:46<48:51, 2.56it/s]
1/1 [==============================] - 0s 241ms/step
30%|███ | 3255/10770 [18:47<46:20, 2.70it/s]
1/1 [==============================] - 0s 231ms/step
30%|███ | 3256/10770 [18:47<44:44, 2.80it/s]
1/1 [==============================] - 0s 238ms/step
30%|███ | 3257/10770 [18:47<43:05, 2.91it/s]
1/1 [==============================] - 0s 240ms/step
30%|███ | 3258/10770 [18:48<45:11, 2.77it/s]
1/1 [==============================] - 0s 202ms/step
30%|███ | 3259/10770 [18:48<41:41, 3.00it/s]
1/1 [==============================] - 0s 225ms/step
30%|███ | 3260/10770 [18:48<40:21, 3.10it/s]
1/1 [==============================] - 0s 231ms/step
30%|███ | 3261/10770 [18:49<39:33, 3.16it/s]
1/1 [==============================] - 0s 247ms/step
30%|███ | 3262/10770 [18:49<39:54, 3.14it/s]
1/1 [==============================] - 0s 213ms/step
30%|███ | 3263/10770 [18:49<39:21, 3.18it/s]
1/1 [==============================] - 0s 227ms/step
30%|███ | 3264/10770 [18:50<38:32, 3.25it/s]
1/1 [==============================] - 0s 244ms/step
30%|███ | 3265/10770 [18:50<39:16, 3.19it/s]
1/1 [==============================] - 0s 223ms/step
30%|███ | 3266/10770 [18:50<39:10, 3.19it/s]
1/1 [==============================] - 0s 221ms/step
30%|███ | 3267/10770 [18:51<38:41, 3.23it/s]
1/1 [==============================] - 0s 224ms/step
30%|███ | 3268/10770 [18:51<38:00, 3.29it/s]
1/1 [==============================] - 0s 230ms/step
30%|███ | 3269/10770 [18:51<38:27, 3.25it/s]
1/1 [==============================] - 0s 252ms/step
30%|███ | 3270/10770 [18:51<39:14, 3.18it/s]
1/1 [==============================] - 0s 223ms/step
30%|███ | 3271/10770 [18:52<38:25, 3.25it/s]
1/1 [==============================] - 0s 248ms/step
30%|███ | 3272/10770 [18:52<41:49, 2.99it/s]
1/1 [==============================] - 0s 207ms/step
30%|███ | 3273/10770 [18:52<39:28, 3.17it/s]
1/1 [==============================] - 0s 227ms/step
30%|███ | 3274/10770 [18:53<38:42, 3.23it/s]
1/1 [==============================] - 0s 256ms/step
30%|███ | 3275/10770 [18:53<39:17, 3.18it/s]
1/1 [==============================] - 0s 219ms/step
30%|███ | 3276/10770 [18:53<38:50, 3.22it/s]
1/1 [==============================] - 0s 230ms/step
30%|███ | 3277/10770 [18:54<39:01, 3.20it/s]
1/1 [==============================] - 0s 243ms/step
30%|███ | 3278/10770 [18:54<39:04, 3.20it/s]
1/1 [==============================] - 0s 227ms/step
30%|███ | 3279/10770 [18:54<39:07, 3.19it/s]
1/1 [==============================] - 0s 224ms/step
30%|███ | 3280/10770 [18:55<38:30, 3.24it/s]
1/1 [==============================] - 0s 227ms/step
30%|███ | 3281/10770 [18:55<38:07, 3.27it/s]
1/1 [==============================] - 0s 246ms/step
30%|███ | 3282/10770 [18:55<38:36, 3.23it/s]
1/1 [==============================] - 0s 226ms/step
30%|███ | 3283/10770 [18:56<38:13, 3.26it/s]
1/1 [==============================] - 0s 346ms/step
30%|███ | 3284/10770 [18:56<42:10, 2.96it/s]
1/1 [==============================] - 0s 395ms/step
31%|███ | 3285/10770 [18:57<58:42, 2.13it/s]
1/1 [==============================] - 0s 362ms/step
31%|███ | 3286/10770 [18:57<1:09:00, 1.81it/s]
1/1 [==============================] - 0s 351ms/step
31%|███ | 3287/10770 [18:58<1:04:36, 1.93it/s]
1/1 [==============================] - 0s 346ms/step
31%|███ | 3288/10770 [18:58<1:03:53, 1.95it/s]
1/1 [==============================] - 0s 367ms/step
31%|███ | 3289/10770 [18:59<1:02:29, 2.00it/s]
1/1 [==============================] - 0s 375ms/step
31%|███ | 3290/10770 [19:00<1:10:36, 1.77it/s]
1/1 [==============================] - 0s 353ms/step
31%|███ | 3291/10770 [19:00<1:05:56, 1.89it/s]
1/1 [==============================] - 0s 264ms/step
31%|███ | 3292/10770 [19:00<58:30, 2.13it/s]
1/1 [==============================] - 0s 233ms/step
31%|███ | 3293/10770 [19:01<52:20, 2.38it/s]
1/1 [==============================] - 0s 236ms/step
31%|███ | 3294/10770 [19:01<48:06, 2.59it/s]
1/1 [==============================] - 0s 236ms/step
31%|███ | 3295/10770 [19:01<45:05, 2.76it/s]
1/1 [==============================] - 0s 247ms/step
31%|███ | 3296/10770 [19:02<43:41, 2.85it/s]
1/1 [==============================] - 0s 241ms/step
31%|███ | 3297/10770 [19:02<42:07, 2.96it/s]
1/1 [==============================] - 0s 237ms/step
31%|███ | 3298/10770 [19:02<40:58, 3.04it/s]
1/1 [==============================] - 0s 250ms/step
31%|███ | 3299/10770 [19:03<41:20, 3.01it/s]
1/1 [==============================] - 0s 234ms/step
31%|███ | 3300/10770 [19:03<40:22, 3.08it/s]
1/1 [==============================] - 0s 231ms/step
31%|███ | 3301/10770 [19:03<39:33, 3.15it/s]
1/1 [==============================] - 0s 234ms/step
31%|███ | 3302/10770 [19:03<39:13, 3.17it/s]
1/1 [==============================] - 0s 224ms/step
31%|███ | 3303/10770 [19:04<39:07, 3.18it/s]
1/1 [==============================] - 0s 230ms/step
31%|███ | 3304/10770 [19:04<39:03, 3.19it/s]
1/1 [==============================] - 0s 234ms/step
31%|███ | 3305/10770 [19:04<38:54, 3.20it/s]
1/1 [==============================] - 0s 249ms/step
31%|███ | 3306/10770 [19:05<39:17, 3.17it/s]
1/1 [==============================] - 0s 221ms/step
31%|███ | 3307/10770 [19:05<39:01, 3.19it/s]
1/1 [==============================] - 0s 230ms/step
31%|███ | 3308/10770 [19:05<38:30, 3.23it/s]
1/1 [==============================] - 0s 248ms/step
31%|███ | 3309/10770 [19:06<39:04, 3.18it/s]
1/1 [==============================] - 0s 232ms/step
31%|███ | 3310/10770 [19:06<39:20, 3.16it/s]
1/1 [==============================] - 0s 225ms/step
31%|███ | 3311/10770 [19:06<38:48, 3.20it/s]
1/1 [==============================] - 0s 225ms/step
31%|███ | 3312/10770 [19:07<38:27, 3.23it/s]
1/1 [==============================] - 0s 247ms/step
31%|███ | 3313/10770 [19:07<39:22, 3.16it/s]
1/1 [==============================] - 0s 234ms/step
31%|███ | 3314/10770 [19:07<38:50, 3.20it/s]
1/1 [==============================] - 0s 231ms/step
31%|███ | 3315/10770 [19:08<38:25, 3.23it/s]
1/1 [==============================] - 0s 258ms/step
31%|███ | 3316/10770 [19:08<42:00, 2.96it/s]
1/1 [==============================] - 0s 198ms/step
31%|███ | 3317/10770 [19:08<39:21, 3.16it/s]
1/1 [==============================] - 0s 230ms/step
31%|███ | 3318/10770 [19:09<39:06, 3.18it/s]
1/1 [==============================] - 0s 242ms/step
31%|███ | 3319/10770 [19:09<39:27, 3.15it/s]
1/1 [==============================] - 0s 227ms/step
31%|███ | 3320/10770 [19:09<38:46, 3.20it/s]
1/1 [==============================] - 0s 227ms/step
31%|███ | 3321/10770 [19:09<38:59, 3.18it/s]
1/1 [==============================] - 0s 222ms/step
31%|███ | 3322/10770 [19:10<38:15, 3.24it/s]
1/1 [==============================] - 0s 240ms/step
31%|███ | 3323/10770 [19:10<39:28, 3.14it/s]
1/1 [==============================] - 0s 369ms/step
31%|███ | 3324/10770 [19:11<46:11, 2.69it/s]
1/1 [==============================] - 0s 388ms/step
31%|███ | 3325/10770 [19:11<50:12, 2.47it/s]
1/1 [==============================] - 0s 385ms/step
31%|███ | 3326/10770 [19:12<1:04:07, 1.93it/s]
1/1 [==============================] - 0s 355ms/step
31%|███ | 3327/10770 [19:12<1:01:36, 2.01it/s]
1/1 [==============================] - 0s 357ms/step
31%|███ | 3328/10770 [19:13<1:00:03, 2.07it/s]
1/1 [==============================] - 0s 390ms/step
31%|███ | 3329/10770 [19:13<1:00:44, 2.04it/s]
1/1 [==============================] - 0s 395ms/step
31%|███ | 3330/10770 [19:14<1:12:47, 1.70it/s]
1/1 [==============================] - 0s 338ms/step
31%|███ | 3331/10770 [19:15<1:06:52, 1.85it/s]
1/1 [==============================] - 0s 220ms/step
31%|███ | 3332/10770 [19:15<58:55, 2.10it/s]
1/1 [==============================] - 0s 247ms/step
31%|███ | 3333/10770 [19:15<56:15, 2.20it/s]
1/1 [==============================] - 0s 204ms/step
31%|███ | 3334/10770 [19:16<49:26, 2.51it/s]
1/1 [==============================] - 0s 233ms/step
31%|███ | 3335/10770 [19:16<45:57, 2.70it/s]
1/1 [==============================] - 0s 236ms/step
31%|███ | 3336/10770 [19:16<43:51, 2.83it/s]
1/1 [==============================] - 0s 230ms/step
31%|███ | 3337/10770 [19:16<42:23, 2.92it/s]
1/1 [==============================] - 0s 232ms/step
31%|███ | 3338/10770 [19:17<40:54, 3.03it/s]
1/1 [==============================] - 0s 237ms/step
31%|███ | 3339/10770 [19:17<40:10, 3.08it/s]
1/1 [==============================] - 0s 232ms/step
31%|███ | 3340/10770 [19:17<39:59, 3.10it/s]
1/1 [==============================] - 0s 221ms/step
31%|███ | 3341/10770 [19:18<39:10, 3.16it/s]
1/1 [==============================] - 0s 236ms/step
31%|███ | 3342/10770 [19:18<39:09, 3.16it/s]
1/1 [==============================] - 0s 235ms/step
31%|███ | 3343/10770 [19:18<39:32, 3.13it/s]
1/1 [==============================] - 0s 232ms/step
31%|███ | 3344/10770 [19:19<39:01, 3.17it/s]
1/1 [==============================] - 0s 227ms/step
31%|███ | 3345/10770 [19:19<38:30, 3.21it/s]
1/1 [==============================] - 0s 240ms/step
31%|███ | 3346/10770 [19:19<38:32, 3.21it/s]
1/1 [==============================] - 0s 226ms/step
31%|███ | 3347/10770 [19:20<38:48, 3.19it/s]
1/1 [==============================] - 0s 240ms/step
31%|███ | 3348/10770 [19:20<38:54, 3.18it/s]
1/1 [==============================] - 0s 231ms/step
31%|███ | 3349/10770 [19:20<38:13, 3.24it/s]
1/1 [==============================] - 0s 241ms/step
31%|███ | 3350/10770 [19:20<38:25, 3.22it/s]
1/1 [==============================] - 0s 227ms/step
31%|███ | 3351/10770 [19:21<38:02, 3.25it/s]
1/1 [==============================] - 0s 244ms/step
31%|███ | 3352/10770 [19:21<38:28, 3.21it/s]
1/1 [==============================] - 0s 242ms/step
31%|███ | 3353/10770 [19:22<41:46, 2.96it/s]
1/1 [==============================] - 0s 211ms/step
31%|███ | 3354/10770 [19:22<39:54, 3.10it/s]
1/1 [==============================] - 0s 230ms/step
31%|███ | 3355/10770 [19:22<39:11, 3.15it/s]
1/1 [==============================] - 0s 230ms/step
31%|███ | 3356/10770 [19:22<39:04, 3.16it/s]
1/1 [==============================] - 0s 220ms/step
31%|███ | 3357/10770 [19:23<39:11, 3.15it/s]
1/1 [==============================] - 0s 233ms/step
31%|███ | 3358/10770 [19:23<38:29, 3.21it/s]
1/1 [==============================] - 0s 229ms/step
31%|███ | 3359/10770 [19:23<38:06, 3.24it/s]
1/1 [==============================] - 0s 245ms/step
31%|███ | 3360/10770 [19:24<38:34, 3.20it/s]
1/1 [==============================] - 0s 232ms/step
31%|███ | 3361/10770 [19:24<38:07, 3.24it/s]
1/1 [==============================] - 0s 225ms/step
31%|███ | 3362/10770 [19:24<37:41, 3.28it/s]
1/1 [==============================] - 0s 288ms/step
31%|███ | 3363/10770 [19:25<39:33, 3.12it/s]
1/1 [==============================] - 0s 366ms/step
31%|███ | 3364/10770 [19:25<54:54, 2.25it/s]
1/1 [==============================] - 0s 376ms/step
31%|███ | 3365/10770 [19:26<1:06:08, 1.87it/s]
1/1 [==============================] - 0s 398ms/step
31%|███▏ | 3366/10770 [19:27<1:04:50, 1.90it/s]
1/1 [==============================] - 0s 418ms/step
31%|███▏ | 3367/10770 [19:27<1:05:29, 1.88it/s]
1/1 [==============================] - 0s 414ms/step
31%|███▏ | 3368/10770 [19:28<1:06:16, 1.86it/s]
1/1 [==============================] - 0s 396ms/step
31%|███▏ | 3369/10770 [19:28<1:05:33, 1.88it/s]
1/1 [==============================] - 0s 371ms/step
31%|███▏ | 3370/10770 [19:29<1:03:59, 1.93it/s]
1/1 [==============================] - 0s 337ms/step
31%|███▏ | 3371/10770 [19:29<1:00:35, 2.04it/s]
1/1 [==============================] - 0s 227ms/step
31%|███▏ | 3372/10770 [19:29<53:24, 2.31it/s]
1/1 [==============================] - 0s 228ms/step
31%|███▏ | 3373/10770 [19:30<48:41, 2.53it/s]
1/1 [==============================] - 0s 250ms/step
31%|███▏ | 3374/10770 [19:30<46:05, 2.67it/s]
1/1 [==============================] - 0s 225ms/step
31%|███▏ | 3375/10770 [19:30<43:29, 2.83it/s]
1/1 [==============================] - 0s 235ms/step
31%|███▏ | 3376/10770 [19:31<42:18, 2.91it/s]
1/1 [==============================] - 0s 256ms/step
31%|███▏ | 3377/10770 [19:31<41:43, 2.95it/s]
1/1 [==============================] - 0s 236ms/step
31%|███▏ | 3378/10770 [19:31<40:32, 3.04it/s]
1/1 [==============================] - 0s 223ms/step
31%|███▏ | 3379/10770 [19:32<39:22, 3.13it/s]
1/1 [==============================] - 0s 240ms/step
31%|███▏ | 3380/10770 [19:32<38:59, 3.16it/s]
1/1 [==============================] - 0s 256ms/step
31%|███▏ | 3381/10770 [19:32<39:25, 3.12it/s]
1/1 [==============================] - 0s 222ms/step
31%|███▏ | 3382/10770 [19:33<38:36, 3.19it/s]
1/1 [==============================] - 0s 232ms/step
31%|███▏ | 3383/10770 [19:33<38:08, 3.23it/s]
1/1 [==============================] - 0s 239ms/step
31%|███▏ | 3384/10770 [19:33<38:08, 3.23it/s]
1/1 [==============================] - 0s 231ms/step
31%|███▏ | 3385/10770 [19:33<37:39, 3.27it/s]
1/1 [==============================] - 0s 231ms/step
31%|███▏ | 3386/10770 [19:34<37:24, 3.29it/s]
1/1 [==============================] - 0s 220ms/step
31%|███▏ | 3387/10770 [19:34<38:00, 3.24it/s]
1/1 [==============================] - 0s 234ms/step
31%|███▏ | 3388/10770 [19:34<38:36, 3.19it/s]
1/1 [==============================] - 0s 222ms/step
31%|███▏ | 3389/10770 [19:35<38:09, 3.22it/s]
1/1 [==============================] - 0s 223ms/step
31%|███▏ | 3390/10770 [19:35<38:27, 3.20it/s]
1/1 [==============================] - 0s 251ms/step
31%|███▏ | 3391/10770 [19:35<39:05, 3.15it/s]
1/1 [==============================] - 0s 234ms/step
31%|███▏ | 3392/10770 [19:36<38:52, 3.16it/s]
1/1 [==============================] - 0s 237ms/step
32%|███▏ | 3393/10770 [19:36<38:20, 3.21it/s]
1/1 [==============================] - 0s 247ms/step
32%|███▏ | 3394/10770 [19:36<38:27, 3.20it/s]
1/1 [==============================] - 0s 231ms/step
32%|███▏ | 3395/10770 [19:37<38:01, 3.23it/s]
1/1 [==============================] - 0s 247ms/step
32%|███▏ | 3396/10770 [19:37<38:16, 3.21it/s]
1/1 [==============================] - 0s 237ms/step
32%|███▏ | 3397/10770 [19:37<38:14, 3.21it/s]
1/1 [==============================] - 0s 229ms/step
32%|███▏ | 3398/10770 [19:38<38:50, 3.16it/s]
1/1 [==============================] - 0s 232ms/step
32%|███▏ | 3399/10770 [19:38<38:42, 3.17it/s]
1/1 [==============================] - 0s 231ms/step
32%|███▏ | 3400/10770 [19:38<38:13, 3.21it/s]
1/1 [==============================] - 0s 238ms/step
32%|███▏ | 3401/10770 [19:38<38:37, 3.18it/s]
1/1 [==============================] - 0s 230ms/step
32%|███▏ | 3402/10770 [19:39<37:59, 3.23it/s]
1/1 [==============================] - 0s 278ms/step
32%|███▏ | 3403/10770 [19:39<40:23, 3.04it/s]
1/1 [==============================] - 0s 365ms/step
32%|███▏ | 3404/10770 [19:40<46:17, 2.65it/s]
1/1 [==============================] - 0s 351ms/step
32%|███▏ | 3405/10770 [19:40<47:34, 2.58it/s]
1/1 [==============================] - 0s 411ms/step
32%|███▏ | 3406/10770 [19:41<52:32, 2.34it/s]
1/1 [==============================] - 0s 390ms/step
32%|███▏ | 3407/10770 [19:41<55:22, 2.22it/s]
1/1 [==============================] - 0s 390ms/step
32%|███▏ | 3408/10770 [19:42<57:12, 2.14it/s]
1/1 [==============================] - 0s 389ms/step
32%|███▏ | 3409/10770 [19:42<59:48, 2.05it/s]
1/1 [==============================] - 0s 422ms/step
32%|███▏ | 3410/10770 [19:43<1:01:27, 2.00it/s]
1/1 [==============================] - 0s 394ms/step
32%|███▏ | 3411/10770 [19:43<1:01:00, 2.01it/s]
1/1 [==============================] - 0s 420ms/step
32%|███▏ | 3412/10770 [19:44<1:01:33, 1.99it/s]
1/1 [==============================] - 0s 311ms/step
32%|███▏ | 3413/10770 [19:44<1:00:00, 2.04it/s]
1/1 [==============================] - 0s 227ms/step
32%|███▏ | 3414/10770 [19:44<53:27, 2.29it/s]
1/1 [==============================] - 0s 222ms/step
32%|███▏ | 3415/10770 [19:45<48:27, 2.53it/s]
1/1 [==============================] - 0s 235ms/step
32%|███▏ | 3416/10770 [19:45<45:47, 2.68it/s]
1/1 [==============================] - 0s 229ms/step
32%|███▏ | 3417/10770 [19:45<42:54, 2.86it/s]
1/1 [==============================] - 0s 235ms/step
32%|███▏ | 3418/10770 [19:46<41:16, 2.97it/s]
1/1 [==============================] - 0s 246ms/step
32%|███▏ | 3419/10770 [19:46<40:25, 3.03it/s]
1/1 [==============================] - 0s 224ms/step
32%|███▏ | 3420/10770 [19:46<39:56, 3.07it/s]
1/1 [==============================] - 0s 227ms/step
32%|███▏ | 3421/10770 [19:47<38:52, 3.15it/s]
1/1 [==============================] - 0s 244ms/step
32%|███▏ | 3422/10770 [19:47<39:14, 3.12it/s]
1/1 [==============================] - 0s 239ms/step
32%|███▏ | 3423/10770 [19:47<42:05, 2.91it/s]
1/1 [==============================] - 0s 205ms/step
32%|███▏ | 3424/10770 [19:48<39:56, 3.06it/s]
1/1 [==============================] - 0s 263ms/step
32%|███▏ | 3425/10770 [19:48<40:08, 3.05it/s]
1/1 [==============================] - 0s 235ms/step
32%|███▏ | 3426/10770 [19:48<39:25, 3.10it/s]
1/1 [==============================] - 0s 232ms/step
32%|███▏ | 3427/10770 [19:49<38:47, 3.15it/s]
1/1 [==============================] - 0s 233ms/step
32%|███▏ | 3428/10770 [19:49<38:27, 3.18it/s]
1/1 [==============================] - 0s 228ms/step
32%|███▏ | 3429/10770 [19:49<38:47, 3.15it/s]
1/1 [==============================] - 0s 230ms/step
32%|███▏ | 3430/10770 [19:49<39:07, 3.13it/s]
1/1 [==============================] - 0s 233ms/step
32%|███▏ | 3431/10770 [19:50<38:39, 3.16it/s]
1/1 [==============================] - 0s 250ms/step
32%|███▏ | 3432/10770 [19:50<39:01, 3.13it/s]
1/1 [==============================] - 0s 228ms/step
32%|███▏ | 3433/10770 [19:50<38:31, 3.17it/s]
1/1 [==============================] - 0s 230ms/step
32%|███▏ | 3434/10770 [19:51<38:01, 3.22it/s]
1/1 [==============================] - 0s 252ms/step
32%|███▏ | 3435/10770 [19:51<38:23, 3.18it/s]
1/1 [==============================] - 0s 231ms/step
32%|███▏ | 3436/10770 [19:51<38:06, 3.21it/s]
1/1 [==============================] - 0s 231ms/step
32%|███▏ | 3437/10770 [19:52<37:34, 3.25it/s]
1/1 [==============================] - 0s 238ms/step
32%|███▏ | 3438/10770 [19:52<37:35, 3.25it/s]
1/1 [==============================] - 0s 250ms/step
32%|███▏ | 3439/10770 [19:52<38:17, 3.19it/s]
1/1 [==============================] - 0s 239ms/step
32%|███▏ | 3440/10770 [19:53<38:13, 3.20it/s]
1/1 [==============================] - 0s 234ms/step
32%|███▏ | 3441/10770 [19:53<38:37, 3.16it/s]
1/1 [==============================] - 0s 256ms/step
32%|███▏ | 3442/10770 [19:53<38:59, 3.13it/s]
1/1 [==============================] - 0s 227ms/step
32%|███▏ | 3443/10770 [19:54<38:56, 3.14it/s]
1/1 [==============================] - 0s 238ms/step
32%|███▏ | 3444/10770 [19:54<38:40, 3.16it/s]
1/1 [==============================] - 0s 323ms/step
32%|███▏ | 3445/10770 [19:54<41:33, 2.94it/s]
1/1 [==============================] - 0s 389ms/step
32%|███▏ | 3446/10770 [19:55<47:17, 2.58it/s]
1/1 [==============================] - 0s 392ms/step
32%|███▏ | 3447/10770 [19:55<51:08, 2.39it/s]
1/1 [==============================] - 0s 355ms/step
32%|███▏ | 3448/10770 [19:56<51:23, 2.37it/s]
1/1 [==============================] - 0s 401ms/step
32%|███▏ | 3449/10770 [19:56<54:53, 2.22it/s]
1/1 [==============================] - 0s 383ms/step
32%|███▏ | 3450/10770 [19:57<56:04, 2.18it/s]
1/1 [==============================] - 0s 371ms/step
32%|███▏ | 3451/10770 [19:57<55:55, 2.18it/s]
1/1 [==============================] - 0s 382ms/step
32%|███▏ | 3452/10770 [19:58<56:46, 2.15it/s]
1/1 [==============================] - 0s 378ms/step
32%|███▏ | 3453/10770 [19:58<1:08:00, 1.79it/s]
1/1 [==============================] - 0s 341ms/step
32%|███▏ | 3454/10770 [19:59<1:15:20, 1.62it/s]
1/1 [==============================] - 0s 205ms/step
32%|███▏ | 3455/10770 [19:59<1:02:58, 1.94it/s]
1/1 [==============================] - 0s 252ms/step
32%|███▏ | 3456/10770 [20:00<55:52, 2.18it/s]
1/1 [==============================] - 0s 221ms/step
32%|███▏ | 3457/10770 [20:00<50:30, 2.41it/s]
1/1 [==============================] - 0s 232ms/step
32%|███▏ | 3458/10770 [20:00<46:23, 2.63it/s]
1/1 [==============================] - 0s 252ms/step
32%|███▏ | 3459/10770 [20:01<44:11, 2.76it/s]
1/1 [==============================] - 0s 230ms/step
32%|███▏ | 3460/10770 [20:01<42:18, 2.88it/s]
1/1 [==============================] - 0s 228ms/step
32%|███▏ | 3461/10770 [20:01<40:43, 2.99it/s]
1/1 [==============================] - 0s 250ms/step
32%|███▏ | 3462/10770 [20:02<40:08, 3.03it/s]
1/1 [==============================] - 0s 228ms/step
32%|███▏ | 3463/10770 [20:02<39:44, 3.06it/s]
1/1 [==============================] - 0s 241ms/step
32%|███▏ | 3464/10770 [20:02<39:21, 3.09it/s]
1/1 [==============================] - 0s 238ms/step
32%|███▏ | 3465/10770 [20:03<39:07, 3.11it/s]
1/1 [==============================] - 0s 242ms/step
32%|███▏ | 3466/10770 [20:03<39:34, 3.08it/s]
1/1 [==============================] - 0s 238ms/step
32%|███▏ | 3467/10770 [20:03<38:52, 3.13it/s]
1/1 [==============================] - 0s 244ms/step
32%|███▏ | 3468/10770 [20:04<39:02, 3.12it/s]
1/1 [==============================] - 0s 260ms/step
32%|███▏ | 3469/10770 [20:04<39:24, 3.09it/s]
1/1 [==============================] - 0s 236ms/step
32%|███▏ | 3470/10770 [20:04<38:40, 3.15it/s]
1/1 [==============================] - 0s 241ms/step
32%|███▏ | 3471/10770 [20:04<38:31, 3.16it/s]
1/1 [==============================] - 0s 239ms/step
32%|███▏ | 3472/10770 [20:05<38:32, 3.16it/s]
1/1 [==============================] - 0s 227ms/step
32%|███▏ | 3473/10770 [20:05<38:19, 3.17it/s]
1/1 [==============================] - 0s 232ms/step
32%|███▏ | 3474/10770 [20:05<38:47, 3.13it/s]
1/1 [==============================] - 0s 226ms/step
32%|███▏ | 3475/10770 [20:06<38:07, 3.19it/s]
1/1 [==============================] - 0s 214ms/step
32%|███▏ | 3476/10770 [20:06<38:40, 3.14it/s]
1/1 [==============================] - 0s 233ms/step
32%|███▏ | 3477/10770 [20:06<38:07, 3.19it/s]
1/1 [==============================] - 0s 220ms/step
32%|███▏ | 3478/10770 [20:07<37:19, 3.26it/s]
1/1 [==============================] - 0s 258ms/step
32%|███▏ | 3479/10770 [20:07<38:15, 3.18it/s]
1/1 [==============================] - 0s 236ms/step
32%|███▏ | 3480/10770 [20:07<38:02, 3.19it/s]
1/1 [==============================] - 0s 242ms/step
32%|███▏ | 3481/10770 [20:08<38:08, 3.18it/s]
1/1 [==============================] - 0s 259ms/step
32%|███▏ | 3482/10770 [20:08<39:00, 3.11it/s]
1/1 [==============================] - 0s 223ms/step
32%|███▏ | 3483/10770 [20:08<38:48, 3.13it/s]
1/1 [==============================] - 0s 230ms/step
32%|███▏ | 3484/10770 [20:09<38:15, 3.17it/s]
1/1 [==============================] - 0s 222ms/step
32%|███▏ | 3485/10770 [20:09<38:21, 3.17it/s]
1/1 [==============================] - 0s 364ms/step
32%|███▏ | 3486/10770 [20:09<44:00, 2.76it/s]
1/1 [==============================] - 0s 395ms/step
32%|███▏ | 3487/10770 [20:10<49:39, 2.44it/s]
1/1 [==============================] - 0s 402ms/step
32%|███▏ | 3488/10770 [20:10<53:53, 2.25it/s]
1/1 [==============================] - 0s 351ms/step
32%|███▏ | 3489/10770 [20:11<54:52, 2.21it/s]
1/1 [==============================] - 0s 402ms/step
32%|███▏ | 3490/10770 [20:11<56:21, 2.15it/s]
1/1 [==============================] - 0s 391ms/step
32%|███▏ | 3491/10770 [20:12<58:08, 2.09it/s]
1/1 [==============================] - 0s 393ms/step
32%|███▏ | 3492/10770 [20:12<59:38, 2.03it/s]
1/1 [==============================] - 0s 435ms/step
32%|███▏ | 3493/10770 [20:13<1:01:04, 1.99it/s]
1/1 [==============================] - 0s 422ms/step
32%|███▏ | 3494/10770 [20:13<1:01:49, 1.96it/s]
1/1 [==============================] - 0s 382ms/step
32%|███▏ | 3495/10770 [20:14<1:01:04, 1.99it/s]
1/1 [==============================] - 0s 249ms/step
32%|███▏ | 3496/10770 [20:14<55:18, 2.19it/s]
1/1 [==============================] - 0s 239ms/step
32%|███▏ | 3497/10770 [20:15<50:34, 2.40it/s]
1/1 [==============================] - 0s 238ms/step
32%|███▏ | 3498/10770 [20:15<46:44, 2.59it/s]
1/1 [==============================] - 0s 229ms/step
32%|███▏ | 3499/10770 [20:15<43:40, 2.77it/s]
1/1 [==============================] - 0s 259ms/step
32%|███▏ | 3500/10770 [20:16<42:25, 2.86it/s]
1/1 [==============================] - 0s 252ms/step
33%|███▎ | 3501/10770 [20:16<41:24, 2.93it/s]
1/1 [==============================] - 0s 244ms/step
33%|███▎ | 3502/10770 [20:16<40:14, 3.01it/s]
1/1 [==============================] - 0s 240ms/step
33%|███▎ | 3503/10770 [20:17<39:56, 3.03it/s]
1/1 [==============================] - 0s 238ms/step
33%|███▎ | 3504/10770 [20:17<39:22, 3.08it/s]
1/1 [==============================] - 0s 231ms/step
33%|███▎ | 3505/10770 [20:17<38:35, 3.14it/s]
1/1 [==============================] - 0s 248ms/step
33%|███▎ | 3506/10770 [20:18<41:32, 2.91it/s]
1/1 [==============================] - 0s 206ms/step
33%|███▎ | 3507/10770 [20:18<39:31, 3.06it/s]
1/1 [==============================] - 0s 230ms/step
33%|███▎ | 3508/10770 [20:18<38:41, 3.13it/s]
1/1 [==============================] - 0s 243ms/step
33%|███▎ | 3509/10770 [20:18<38:24, 3.15it/s]
1/1 [==============================] - 0s 222ms/step
33%|███▎ | 3510/10770 [20:19<38:46, 3.12it/s]
1/1 [==============================] - 0s 226ms/step
33%|███▎ | 3511/10770 [20:19<39:15, 3.08it/s]
1/1 [==============================] - 0s 217ms/step
33%|███▎ | 3512/10770 [20:19<38:33, 3.14it/s]
1/1 [==============================] - 0s 241ms/step
33%|███▎ | 3513/10770 [20:20<38:34, 3.14it/s]
1/1 [==============================] - 0s 240ms/step
33%|███▎ | 3514/10770 [20:20<38:22, 3.15it/s]
1/1 [==============================] - 0s 234ms/step
33%|███▎ | 3515/10770 [20:20<38:03, 3.18it/s]
1/1 [==============================] - 0s 248ms/step
33%|███▎ | 3516/10770 [20:21<38:04, 3.18it/s]
1/1 [==============================] - 0s 240ms/step
33%|███▎ | 3517/10770 [20:21<37:52, 3.19it/s]
1/1 [==============================] - 0s 239ms/step
33%|███▎ | 3518/10770 [20:21<37:59, 3.18it/s]
1/1 [==============================] - 0s 229ms/step
33%|███▎ | 3519/10770 [20:22<37:50, 3.19it/s]
1/1 [==============================] - 0s 235ms/step
33%|███▎ | 3520/10770 [20:22<38:38, 3.13it/s]
1/1 [==============================] - 0s 230ms/step
33%|███▎ | 3521/10770 [20:22<38:44, 3.12it/s]
1/1 [==============================] - 0s 232ms/step
33%|███▎ | 3522/10770 [20:23<38:28, 3.14it/s]
1/1 [==============================] - 0s 258ms/step
33%|███▎ | 3523/10770 [20:23<39:27, 3.06it/s]
1/1 [==============================] - 0s 225ms/step
33%|███▎ | 3524/10770 [20:23<42:20, 2.85it/s]
1/1 [==============================] - 0s 203ms/step
33%|███▎ | 3525/10770 [20:24<39:34, 3.05it/s]
1/1 [==============================] - 0s 259ms/step
33%|███▎ | 3526/10770 [20:24<39:36, 3.05it/s]
1/1 [==============================] - 0s 342ms/step
33%|███▎ | 3527/10770 [20:24<42:31, 2.84it/s]
1/1 [==============================] - 0s 442ms/step
33%|███▎ | 3528/10770 [20:25<48:16, 2.50it/s]
1/1 [==============================] - 0s 374ms/step
33%|███▎ | 3529/10770 [20:25<51:38, 2.34it/s]
1/1 [==============================] - 0s 400ms/step
33%|███▎ | 3530/10770 [20:26<55:13, 2.18it/s]
1/1 [==============================] - 0s 361ms/step
33%|███▎ | 3531/10770 [20:26<55:31, 2.17it/s]
1/1 [==============================] - 0s 395ms/step
33%|███▎ | 3532/10770 [20:27<1:05:39, 1.84it/s]
1/1 [==============================] - 0s 366ms/step
33%|███▎ | 3533/10770 [20:28<1:01:49, 1.95it/s]
1/1 [==============================] - 0s 390ms/step
33%|███▎ | 3534/10770 [20:28<1:11:03, 1.70it/s]
1/1 [==============================] - 0s 345ms/step
33%|███▎ | 3535/10770 [20:29<1:04:56, 1.86it/s]
1/1 [==============================] - 0s 234ms/step
33%|███▎ | 3536/10770 [20:29<57:09, 2.11it/s]
1/1 [==============================] - 0s 229ms/step
33%|███▎ | 3537/10770 [20:29<51:24, 2.35it/s]
1/1 [==============================] - 0s 226ms/step
33%|███▎ | 3538/10770 [20:30<46:50, 2.57it/s]
1/1 [==============================] - 0s 245ms/step
33%|███▎ | 3539/10770 [20:30<44:11, 2.73it/s]
1/1 [==============================] - 0s 243ms/step
33%|███▎ | 3540/10770 [20:30<42:56, 2.81it/s]
1/1 [==============================] - 0s 237ms/step
33%|███▎ | 3541/10770 [20:31<41:11, 2.93it/s]
1/1 [==============================] - 0s 244ms/step
33%|███▎ | 3542/10770 [20:31<40:23, 2.98it/s]
1/1 [==============================] - 0s 246ms/step
33%|███▎ | 3543/10770 [20:31<39:41, 3.03it/s]
1/1 [==============================] - 0s 228ms/step
33%|███▎ | 3544/10770 [20:32<38:54, 3.10it/s]
1/1 [==============================] - 0s 238ms/step
33%|███▎ | 3545/10770 [20:32<38:17, 3.14it/s]
1/1 [==============================] - 0s 236ms/step
33%|███▎ | 3546/10770 [20:32<37:48, 3.19it/s]
1/1 [==============================] - 0s 241ms/step
33%|███▎ | 3547/10770 [20:32<38:06, 3.16it/s]
1/1 [==============================] - 0s 228ms/step
33%|███▎ | 3548/10770 [20:33<37:39, 3.20it/s]
1/1 [==============================] - 0s 239ms/step
33%|███▎ | 3549/10770 [20:33<37:47, 3.18it/s]
1/1 [==============================] - 0s 254ms/step
33%|███▎ | 3550/10770 [20:33<38:22, 3.14it/s]
1/1 [==============================] - 0s 230ms/step
33%|███▎ | 3551/10770 [20:34<38:15, 3.14it/s]
1/1 [==============================] - 0s 226ms/step
33%|███▎ | 3552/10770 [20:34<38:00, 3.17it/s]
1/1 [==============================] - 0s 246ms/step
33%|███▎ | 3553/10770 [20:34<38:15, 3.14it/s]
1/1 [==============================] - 0s 227ms/step
33%|███▎ | 3554/10770 [20:35<37:49, 3.18it/s]
1/1 [==============================] - 0s 249ms/step
33%|███▎ | 3555/10770 [20:35<38:13, 3.15it/s]
1/1 [==============================] - 0s 234ms/step
33%|███▎ | 3556/10770 [20:35<37:40, 3.19it/s]
1/1 [==============================] - 0s 238ms/step
33%|███▎ | 3557/10770 [20:36<38:10, 3.15it/s]
1/1 [==============================] - 0s 232ms/step
33%|███▎ | 3558/10770 [20:36<37:40, 3.19it/s]
1/1 [==============================] - 0s 240ms/step
33%|███▎ | 3559/10770 [20:36<37:36, 3.20it/s]
1/1 [==============================] - 0s 260ms/step
33%|███▎ | 3560/10770 [20:37<38:18, 3.14it/s]
1/1 [==============================] - 0s 246ms/step
33%|███▎ | 3561/10770 [20:37<38:31, 3.12it/s]
1/1 [==============================] - 0s 218ms/step
33%|███▎ | 3562/10770 [20:37<38:39, 3.11it/s]
1/1 [==============================] - 0s 259ms/step
33%|███▎ | 3563/10770 [20:38<41:35, 2.89it/s]
1/1 [==============================] - 0s 211ms/step
33%|███▎ | 3564/10770 [20:38<39:05, 3.07it/s]
1/1 [==============================] - 0s 238ms/step
33%|███▎ | 3565/10770 [20:38<38:38, 3.11it/s]
1/1 [==============================] - 0s 244ms/step
33%|███▎ | 3566/10770 [20:39<38:25, 3.12it/s]
1/1 [==============================] - 0s 305ms/step
33%|███▎ | 3567/10770 [20:39<40:39, 2.95it/s]
1/1 [==============================] - 0s 377ms/step
33%|███▎ | 3568/10770 [20:39<46:13, 2.60it/s]
1/1 [==============================] - 0s 396ms/step
33%|███▎ | 3569/10770 [20:40<49:56, 2.40it/s]
1/1 [==============================] - 0s 370ms/step
33%|███▎ | 3570/10770 [20:40<52:27, 2.29it/s]
1/1 [==============================] - 0s 353ms/step
33%|███▎ | 3571/10770 [20:41<53:54, 2.23it/s]
1/1 [==============================] - 0s 394ms/step
33%|███▎ | 3572/10770 [20:41<54:55, 2.18it/s]
1/1 [==============================] - 0s 442ms/step
33%|███▎ | 3573/10770 [20:42<57:47, 2.08it/s]
1/1 [==============================] - 0s 422ms/step
33%|███▎ | 3574/10770 [20:43<1:07:00, 1.79it/s]
1/1 [==============================] - 0s 378ms/step
33%|███▎ | 3575/10770 [20:43<1:13:45, 1.63it/s]
1/1 [==============================] - 0s 195ms/step
33%|███▎ | 3576/10770 [20:44<1:02:00, 1.93it/s]
1/1 [==============================] - 0s 270ms/step
33%|███▎ | 3577/10770 [20:44<55:41, 2.15it/s]
1/1 [==============================] - 0s 242ms/step
33%|███▎ | 3578/10770 [20:44<50:23, 2.38it/s]
1/1 [==============================] - 0s 231ms/step
33%|███▎ | 3579/10770 [20:45<46:16, 2.59it/s]
1/1 [==============================] - 0s 246ms/step
33%|███▎ | 3580/10770 [20:45<43:59, 2.72it/s]
1/1 [==============================] - 0s 224ms/step
33%|███▎ | 3581/10770 [20:45<41:50, 2.86it/s]
1/1 [==============================] - 0s 224ms/step
33%|███▎ | 3582/10770 [20:46<40:14, 2.98it/s]
1/1 [==============================] - 0s 249ms/step
33%|███▎ | 3583/10770 [20:46<39:54, 3.00it/s]
1/1 [==============================] - 0s 237ms/step
33%|███▎ | 3584/10770 [20:46<39:59, 2.99it/s]
1/1 [==============================] - 0s 233ms/step
33%|███▎ | 3585/10770 [20:47<39:13, 3.05it/s]
1/1 [==============================] - 0s 237ms/step
33%|███▎ | 3586/10770 [20:47<41:58, 2.85it/s]
1/1 [==============================] - 0s 208ms/step
33%|███▎ | 3587/10770 [20:47<39:52, 3.00it/s]
1/1 [==============================] - 0s 226ms/step
33%|███▎ | 3588/10770 [20:48<38:58, 3.07it/s]
1/1 [==============================] - 0s 249ms/step
33%|███▎ | 3589/10770 [20:48<38:54, 3.08it/s]
1/1 [==============================] - 0s 239ms/step
33%|███▎ | 3590/10770 [20:48<38:36, 3.10it/s]
1/1 [==============================] - 0s 246ms/step
33%|███▎ | 3591/10770 [20:49<38:25, 3.11it/s]
1/1 [==============================] - 0s 243ms/step
33%|███▎ | 3592/10770 [20:49<41:28, 2.88it/s]
1/1 [==============================] - 0s 220ms/step
33%|███▎ | 3593/10770 [20:49<39:22, 3.04it/s]
1/1 [==============================] - 0s 242ms/step
33%|███▎ | 3594/10770 [20:50<38:53, 3.07it/s]
1/1 [==============================] - 0s 238ms/step
33%|███▎ | 3595/10770 [20:50<38:51, 3.08it/s]
1/1 [==============================] - 0s 237ms/step
33%|███▎ | 3596/10770 [20:50<38:34, 3.10it/s]
1/1 [==============================] - 0s 236ms/step
33%|███▎ | 3597/10770 [20:50<38:02, 3.14it/s]
1/1 [==============================] - 0s 229ms/step
33%|███▎ | 3598/10770 [20:51<37:16, 3.21it/s]
1/1 [==============================] - 0s 252ms/step
33%|███▎ | 3599/10770 [20:51<37:35, 3.18it/s]
1/1 [==============================] - 0s 228ms/step
33%|███▎ | 3600/10770 [20:51<38:07, 3.13it/s]
1/1 [==============================] - 0s 213ms/step
33%|███▎ | 3601/10770 [20:52<38:10, 3.13it/s]
1/1 [==============================] - 0s 231ms/step
33%|███▎ | 3602/10770 [20:52<37:55, 3.15it/s]
1/1 [==============================] - 0s 256ms/step
33%|███▎ | 3603/10770 [20:52<38:20, 3.11it/s]
1/1 [==============================] - 0s 220ms/step
33%|███▎ | 3604/10770 [20:53<37:43, 3.17it/s]
1/1 [==============================] - 0s 245ms/step
33%|███▎ | 3605/10770 [20:53<37:37, 3.17it/s]
1/1 [==============================] - 0s 254ms/step
33%|███▎ | 3606/10770 [20:53<38:24, 3.11it/s]
1/1 [==============================] - 0s 347ms/step
33%|███▎ | 3607/10770 [20:54<42:14, 2.83it/s]
1/1 [==============================] - 0s 415ms/step
34%|███▎ | 3608/10770 [20:55<58:34, 2.04it/s]
1/1 [==============================] - 0s 371ms/step
34%|███▎ | 3609/10770 [20:55<57:44, 2.07it/s]
1/1 [==============================] - 0s 402ms/step
34%|███▎ | 3610/10770 [20:56<57:42, 2.07it/s]
1/1 [==============================] - 0s 375ms/step
34%|███▎ | 3611/10770 [20:56<57:18, 2.08it/s]
1/1 [==============================] - 0s 350ms/step
34%|███▎ | 3612/10770 [20:57<1:06:03, 1.81it/s]
1/1 [==============================] - 0s 374ms/step
34%|███▎ | 3613/10770 [20:57<1:13:01, 1.63it/s]
1/1 [==============================] - 0s 312ms/step
34%|███▎ | 3614/10770 [20:58<1:05:38, 1.82it/s]
1/1 [==============================] - 0s 241ms/step
34%|███▎ | 3615/10770 [20:58<57:23, 2.08it/s]
1/1 [==============================] - 0s 241ms/step
34%|███▎ | 3616/10770 [20:59<51:27, 2.32it/s]
1/1 [==============================] - 0s 225ms/step
34%|███▎ | 3617/10770 [20:59<51:44, 2.30it/s]
1/1 [==============================] - 0s 212ms/step
34%|███▎ | 3618/10770 [20:59<46:17, 2.57it/s]
1/1 [==============================] - 0s 237ms/step
34%|███▎ | 3619/10770 [21:00<43:55, 2.71it/s]
1/1 [==============================] - 0s 247ms/step
34%|███▎ | 3620/10770 [21:00<42:24, 2.81it/s]
1/1 [==============================] - 0s 251ms/step
34%|███▎ | 3621/10770 [21:00<41:19, 2.88it/s]
1/1 [==============================] - 0s 240ms/step
34%|███▎ | 3622/10770 [21:01<39:56, 2.98it/s]
1/1 [==============================] - 0s 254ms/step
34%|███▎ | 3623/10770 [21:01<39:45, 3.00it/s]
1/1 [==============================] - 0s 230ms/step
34%|███▎ | 3624/10770 [21:01<38:41, 3.08it/s]
1/1 [==============================] - 0s 234ms/step
34%|███▎ | 3625/10770 [21:01<38:34, 3.09it/s]
1/1 [==============================] - 0s 259ms/step
34%|███▎ | 3626/10770 [21:02<38:48, 3.07it/s]
1/1 [==============================] - 0s 238ms/step
34%|███▎ | 3627/10770 [21:02<38:28, 3.09it/s]
1/1 [==============================] - 0s 234ms/step
34%|███▎ | 3628/10770 [21:02<38:32, 3.09it/s]
1/1 [==============================] - 0s 250ms/step
34%|███▎ | 3629/10770 [21:03<41:22, 2.88it/s]
1/1 [==============================] - 0s 211ms/step
34%|███▎ | 3630/10770 [21:03<38:56, 3.06it/s]
1/1 [==============================] - 0s 250ms/step
34%|███▎ | 3631/10770 [21:03<38:56, 3.05it/s]
1/1 [==============================] - 0s 246ms/step
34%|███▎ | 3632/10770 [21:04<38:43, 3.07it/s]
1/1 [==============================] - 0s 236ms/step
34%|███▎ | 3633/10770 [21:04<39:18, 3.03it/s]
1/1 [==============================] - 0s 243ms/step
34%|███▎ | 3634/10770 [21:04<38:51, 3.06it/s]
1/1 [==============================] - 0s 235ms/step
34%|███▍ | 3635/10770 [21:05<38:22, 3.10it/s]
1/1 [==============================] - 0s 252ms/step
34%|███▍ | 3636/10770 [21:05<38:33, 3.08it/s]
1/1 [==============================] - 0s 240ms/step
34%|███▍ | 3637/10770 [21:05<38:23, 3.10it/s]
1/1 [==============================] - 0s 231ms/step
34%|███▍ | 3638/10770 [21:06<38:01, 3.13it/s]
1/1 [==============================] - 0s 260ms/step
34%|███▍ | 3639/10770 [21:06<39:04, 3.04it/s]
1/1 [==============================] - 0s 227ms/step
34%|███▍ | 3640/10770 [21:06<38:32, 3.08it/s]
1/1 [==============================] - 0s 216ms/step
34%|███▍ | 3641/10770 [21:07<38:11, 3.11it/s]
1/1 [==============================] - 0s 257ms/step
34%|███▍ | 3642/10770 [21:07<38:25, 3.09it/s]
1/1 [==============================] - 0s 245ms/step
34%|███▍ | 3643/10770 [21:07<38:09, 3.11it/s]
1/1 [==============================] - 0s 247ms/step
34%|███▍ | 3644/10770 [21:08<38:07, 3.12it/s]
1/1 [==============================] - 0s 356ms/step
34%|███▍ | 3645/10770 [21:08<52:22, 2.27it/s]
1/1 [==============================] - 0s 333ms/step
34%|███▍ | 3646/10770 [21:09<51:42, 2.30it/s]
1/1 [==============================] - 0s 411ms/step
34%|███▍ | 3647/10770 [21:09<55:09, 2.15it/s]
1/1 [==============================] - 0s 370ms/step
34%|███▍ | 3648/10770 [21:10<56:27, 2.10it/s]
1/1 [==============================] - 0s 385ms/step
34%|███▍ | 3649/10770 [21:10<57:45, 2.05it/s]
1/1 [==============================] - 0s 388ms/step
34%|███▍ | 3650/10770 [21:11<59:06, 2.01it/s]
1/1 [==============================] - 0s 405ms/step
34%|███▍ | 3651/10770 [21:11<59:24, 2.00it/s]
1/1 [==============================] - 0s 377ms/step
34%|███▍ | 3652/10770 [21:12<58:52, 2.02it/s]
1/1 [==============================] - 0s 379ms/step
34%|███▍ | 3653/10770 [21:13<1:09:13, 1.71it/s]
1/1 [==============================] - 0s 197ms/step
34%|███▍ | 3654/10770 [21:13<57:52, 2.05it/s]
1/1 [==============================] - 0s 248ms/step
34%|███▍ | 3655/10770 [21:13<51:42, 2.29it/s]
1/1 [==============================] - 0s 253ms/step
34%|███▍ | 3656/10770 [21:14<47:51, 2.48it/s]
1/1 [==============================] - 0s 239ms/step
34%|███▍ | 3657/10770 [21:14<44:51, 2.64it/s]
1/1 [==============================] - 0s 237ms/step
34%|███▍ | 3658/10770 [21:14<42:31, 2.79it/s]
1/1 [==============================] - 0s 247ms/step
34%|███▍ | 3659/10770 [21:15<41:34, 2.85it/s]
1/1 [==============================] - 0s 245ms/step
34%|███▍ | 3660/10770 [21:15<40:32, 2.92it/s]
1/1 [==============================] - 0s 224ms/step
34%|███▍ | 3661/10770 [21:15<39:38, 2.99it/s]
1/1 [==============================] - 0s 246ms/step
34%|███▍ | 3662/10770 [21:15<39:04, 3.03it/s]
1/1 [==============================] - 0s 225ms/step
34%|███▍ | 3663/10770 [21:16<38:52, 3.05it/s]
1/1 [==============================] - 0s 248ms/step
34%|███▍ | 3664/10770 [21:16<38:37, 3.07it/s]
1/1 [==============================] - 0s 237ms/step
34%|███▍ | 3665/10770 [21:16<37:59, 3.12it/s]
1/1 [==============================] - 0s 244ms/step
34%|███▍ | 3666/10770 [21:17<38:05, 3.11it/s]
1/1 [==============================] - 0s 244ms/step
34%|███▍ | 3667/10770 [21:17<37:56, 3.12it/s]
1/1 [==============================] - 0s 234ms/step
34%|███▍ | 3668/10770 [21:17<37:28, 3.16it/s]
1/1 [==============================] - 0s 257ms/step
34%|███▍ | 3669/10770 [21:18<37:55, 3.12it/s]
1/1 [==============================] - 0s 237ms/step
34%|███▍ | 3670/10770 [21:18<37:29, 3.16it/s]
1/1 [==============================] - 0s 237ms/step
34%|███▍ | 3671/10770 [21:18<37:35, 3.15it/s]
1/1 [==============================] - 0s 234ms/step
34%|███▍ | 3672/10770 [21:19<38:00, 3.11it/s]
1/1 [==============================] - 0s 244ms/step
34%|███▍ | 3673/10770 [21:19<38:01, 3.11it/s]
1/1 [==============================] - 0s 238ms/step
34%|███▍ | 3674/10770 [21:19<37:49, 3.13it/s]
1/1 [==============================] - 0s 238ms/step
34%|███▍ | 3675/10770 [21:20<37:25, 3.16it/s]
1/1 [==============================] - 0s 249ms/step
34%|███▍ | 3676/10770 [21:20<38:02, 3.11it/s]
1/1 [==============================] - 0s 240ms/step
34%|███▍ | 3677/10770 [21:20<37:35, 3.14it/s]
1/1 [==============================] - 0s 242ms/step
34%|███▍ | 3678/10770 [21:21<37:58, 3.11it/s]
1/1 [==============================] - 0s 257ms/step
34%|███▍ | 3679/10770 [21:21<38:15, 3.09it/s]
1/1 [==============================] - 0s 224ms/step
34%|███▍ | 3680/10770 [21:21<37:56, 3.11it/s]
1/1 [==============================] - 0s 247ms/step
34%|███▍ | 3681/10770 [21:22<38:07, 3.10it/s]
1/1 [==============================] - 0s 261ms/step
34%|███▍ | 3682/10770 [21:22<38:30, 3.07it/s]
1/1 [==============================] - 0s 231ms/step
34%|███▍ | 3683/10770 [21:22<38:21, 3.08it/s]
1/1 [==============================] - 0s 242ms/step
34%|███▍ | 3684/10770 [21:23<41:20, 2.86it/s]
1/1 [==============================] - 0s 346ms/step
34%|███▍ | 3685/10770 [21:23<55:11, 2.14it/s]
1/1 [==============================] - 0s 369ms/step
34%|███▍ | 3686/10770 [21:24<1:04:59, 1.82it/s]
1/1 [==============================] - 0s 360ms/step
34%|███▍ | 3687/10770 [21:25<1:01:20, 1.92it/s]
1/1 [==============================] - 0s 445ms/step
34%|███▍ | 3688/10770 [21:25<1:09:44, 1.69it/s]
1/1 [==============================] - 0s 359ms/step
34%|███▍ | 3689/10770 [21:26<1:04:38, 1.83it/s]
1/1 [==============================] - 0s 392ms/step
34%|███▍ | 3690/10770 [21:26<1:10:42, 1.67it/s]
1/1 [==============================] - 0s 215ms/step
34%|███▍ | 3691/10770 [21:27<1:00:26, 1.95it/s]
1/1 [==============================] - 0s 291ms/step
34%|███▍ | 3692/10770 [21:27<55:30, 2.13it/s]
1/1 [==============================] - 0s 256ms/step
34%|███▍ | 3693/10770 [21:27<50:33, 2.33it/s]
1/1 [==============================] - 0s 234ms/step
34%|███▍ | 3694/10770 [21:28<47:13, 2.50it/s]
1/1 [==============================] - 0s 263ms/step
34%|███▍ | 3695/10770 [21:28<44:57, 2.62it/s]
1/1 [==============================] - 0s 236ms/step
34%|███▍ | 3696/10770 [21:28<42:27, 2.78it/s]
1/1 [==============================] - 0s 235ms/step
34%|███▍ | 3697/10770 [21:29<40:40, 2.90it/s]
1/1 [==============================] - 0s 238ms/step
34%|███▍ | 3698/10770 [21:29<43:34, 2.70it/s]
1/1 [==============================] - 0s 209ms/step
34%|███▍ | 3699/10770 [21:30<40:31, 2.91it/s]
1/1 [==============================] - 0s 241ms/step
34%|███▍ | 3700/10770 [21:30<39:37, 2.97it/s]
1/1 [==============================] - 0s 247ms/step
34%|███▍ | 3701/10770 [21:30<38:51, 3.03it/s]
1/1 [==============================] - 0s 274ms/step
34%|███▍ | 3702/10770 [21:30<39:35, 2.97it/s]
1/1 [==============================] - 0s 243ms/step
34%|███▍ | 3703/10770 [21:31<39:06, 3.01it/s]
1/1 [==============================] - 0s 245ms/step
34%|███▍ | 3704/10770 [21:31<38:59, 3.02it/s]
1/1 [==============================] - 0s 240ms/step
34%|███▍ | 3705/10770 [21:31<39:22, 2.99it/s]
1/1 [==============================] - 0s 243ms/step
34%|███▍ | 3706/10770 [21:32<38:52, 3.03it/s]
1/1 [==============================] - 0s 250ms/step
34%|███▍ | 3707/10770 [21:32<38:57, 3.02it/s]
1/1 [==============================] - 0s 255ms/step
34%|███▍ | 3708/10770 [21:32<38:55, 3.02it/s]
1/1 [==============================] - 0s 235ms/step
34%|███▍ | 3709/10770 [21:33<38:10, 3.08it/s]
1/1 [==============================] - 0s 241ms/step
34%|███▍ | 3710/10770 [21:33<37:47, 3.11it/s]
1/1 [==============================] - 0s 254ms/step
34%|███▍ | 3711/10770 [21:33<38:01, 3.09it/s]
1/1 [==============================] - 0s 237ms/step
34%|███▍ | 3712/10770 [21:34<37:44, 3.12it/s]
1/1 [==============================] - 0s 230ms/step
34%|███▍ | 3713/10770 [21:34<37:16, 3.16it/s]
1/1 [==============================] - 0s 241ms/step
34%|███▍ | 3714/10770 [21:34<37:27, 3.14it/s]
1/1 [==============================] - 0s 233ms/step
34%|███▍ | 3715/10770 [21:35<37:39, 3.12it/s]
1/1 [==============================] - 0s 238ms/step
35%|███▍ | 3716/10770 [21:35<37:46, 3.11it/s]
1/1 [==============================] - 0s 232ms/step
35%|███▍ | 3717/10770 [21:35<37:09, 3.16it/s]
1/1 [==============================] - 0s 267ms/step
35%|███▍ | 3718/10770 [21:36<37:52, 3.10it/s]
1/1 [==============================] - 0s 242ms/step
35%|███▍ | 3719/10770 [21:36<37:22, 3.14it/s]
1/1 [==============================] - 0s 231ms/step
35%|███▍ | 3720/10770 [21:36<37:21, 3.15it/s]
1/1 [==============================] - 0s 254ms/step
35%|███▍ | 3721/10770 [21:37<37:31, 3.13it/s]
1/1 [==============================] - 0s 389ms/step
35%|███▍ | 3722/10770 [21:37<53:44, 2.19it/s]
1/1 [==============================] - 0s 373ms/step
35%|███▍ | 3723/10770 [21:38<54:25, 2.16it/s]
1/1 [==============================] - 0s 374ms/step
35%|███▍ | 3724/10770 [21:38<54:55, 2.14it/s]
1/1 [==============================] - 0s 392ms/step
35%|███▍ | 3725/10770 [21:39<1:05:59, 1.78it/s]
1/1 [==============================] - 0s 367ms/step
35%|███▍ | 3726/10770 [21:40<1:02:09, 1.89it/s]
1/1 [==============================] - 0s 376ms/step
35%|███▍ | 3727/10770 [21:40<1:09:27, 1.69it/s]
1/1 [==============================] - 0s 353ms/step
35%|███▍ | 3728/10770 [21:41<1:04:13, 1.83it/s]
1/1 [==============================] - 0s 260ms/step
35%|███▍ | 3729/10770 [21:41<58:49, 1.99it/s]
1/1 [==============================] - 0s 233ms/step
35%|███▍ | 3730/10770 [21:41<52:01, 2.26it/s]
1/1 [==============================] - 0s 244ms/step
35%|███▍ | 3731/10770 [21:42<47:20, 2.48it/s]
1/1 [==============================] - 0s 236ms/step
35%|███▍ | 3732/10770 [21:42<44:36, 2.63it/s]
1/1 [==============================] - 0s 232ms/step
35%|███▍ | 3733/10770 [21:42<42:11, 2.78it/s]
1/1 [==============================] - 0s 237ms/step
35%|███▍ | 3734/10770 [21:43<40:26, 2.90it/s]
1/1 [==============================] - 0s 257ms/step
35%|███▍ | 3735/10770 [21:43<40:00, 2.93it/s]
1/1 [==============================] - 0s 232ms/step
35%|███▍ | 3736/10770 [21:43<38:56, 3.01it/s]
1/1 [==============================] - 0s 235ms/step
35%|███▍ | 3737/10770 [21:44<38:12, 3.07it/s]
1/1 [==============================] - 0s 251ms/step
35%|███▍ | 3738/10770 [21:44<41:29, 2.82it/s]
1/1 [==============================] - 0s 202ms/step
35%|███▍ | 3739/10770 [21:44<38:39, 3.03it/s]
1/1 [==============================] - 0s 250ms/step
35%|███▍ | 3740/10770 [21:45<38:30, 3.04it/s]
1/1 [==============================] - 0s 259ms/step
35%|███▍ | 3741/10770 [21:45<38:39, 3.03it/s]
1/1 [==============================] - 0s 243ms/step
35%|███▍ | 3742/10770 [21:45<38:16, 3.06it/s]
1/1 [==============================] - 0s 256ms/step
35%|███▍ | 3743/10770 [21:46<38:10, 3.07it/s]
1/1 [==============================] - 0s 237ms/step
35%|███▍ | 3744/10770 [21:46<37:34, 3.12it/s]
1/1 [==============================] - 0s 237ms/step
35%|███▍ | 3745/10770 [21:46<37:51, 3.09it/s]
1/1 [==============================] - 0s 244ms/step
35%|███▍ | 3746/10770 [21:47<37:43, 3.10it/s]
1/1 [==============================] - 0s 241ms/step
35%|███▍ | 3747/10770 [21:47<37:46, 3.10it/s]
1/1 [==============================] - 0s 240ms/step
35%|███▍ | 3748/10770 [21:47<38:25, 3.05it/s]
1/1 [==============================] - 0s 238ms/step
35%|███▍ | 3749/10770 [21:48<38:22, 3.05it/s]
1/1 [==============================] - 0s 252ms/step
35%|███▍ | 3750/10770 [21:48<38:22, 3.05it/s]
1/1 [==============================] - 0s 263ms/step
35%|███▍ | 3751/10770 [21:48<38:30, 3.04it/s]
1/1 [==============================] - 0s 254ms/step
35%|███▍ | 3752/10770 [21:49<38:26, 3.04it/s]
1/1 [==============================] - 0s 242ms/step
35%|███▍ | 3753/10770 [21:49<37:58, 3.08it/s]
1/1 [==============================] - 0s 258ms/step
35%|███▍ | 3754/10770 [21:49<38:09, 3.06it/s]
1/1 [==============================] - 0s 237ms/step
35%|███▍ | 3755/10770 [21:50<37:41, 3.10it/s]
1/1 [==============================] - 0s 239ms/step
35%|███▍ | 3756/10770 [21:50<37:16, 3.14it/s]
1/1 [==============================] - 0s 238ms/step
35%|███▍ | 3757/10770 [21:50<37:13, 3.14it/s]
1/1 [==============================] - 0s 227ms/step
35%|███▍ | 3758/10770 [21:51<37:37, 3.11it/s]
1/1 [==============================] - 0s 247ms/step
35%|███▍ | 3759/10770 [21:51<37:28, 3.12it/s]
1/1 [==============================] - 0s 351ms/step
35%|███▍ | 3760/10770 [21:51<41:41, 2.80it/s]
1/1 [==============================] - 0s 419ms/step
35%|███▍ | 3761/10770 [21:52<47:35, 2.45it/s]
1/1 [==============================] - 0s 380ms/step
35%|███▍ | 3762/10770 [21:52<50:15, 2.32it/s]
1/1 [==============================] - 0s 417ms/step
35%|███▍ | 3763/10770 [21:53<1:02:24, 1.87it/s]
1/1 [==============================] - 0s 444ms/step
35%|███▍ | 3764/10770 [21:54<1:02:37, 1.86it/s]
1/1 [==============================] - 0s 371ms/step
35%|███▍ | 3765/10770 [21:54<59:31, 1.96it/s]
1/1 [==============================] - 0s 407ms/step
35%|███▍ | 3766/10770 [21:55<59:56, 1.95it/s]
1/1 [==============================] - 0s 403ms/step
35%|███▍ | 3767/10770 [21:55<1:00:12, 1.94it/s]
1/1 [==============================] - 0s 399ms/step
35%|███▍ | 3768/10770 [21:56<1:00:09, 1.94it/s]
1/1 [==============================] - 0s 377ms/step
35%|███▍ | 3769/10770 [21:56<1:08:15, 1.71it/s]
1/1 [==============================] - 0s 199ms/step
35%|███▌ | 3770/10770 [21:57<57:16, 2.04it/s]
1/1 [==============================] - 0s 244ms/step
35%|███▌ | 3771/10770 [21:57<52:01, 2.24it/s]
1/1 [==============================] - 0s 278ms/step
35%|███▌ | 3772/10770 [21:57<48:38, 2.40it/s]
1/1 [==============================] - 0s 241ms/step
35%|███▌ | 3773/10770 [21:58<44:56, 2.59it/s]
1/1 [==============================] - 0s 231ms/step
35%|███▌ | 3774/10770 [21:58<43:03, 2.71it/s]
1/1 [==============================] - 0s 250ms/step
35%|███▌ | 3775/10770 [21:58<41:20, 2.82it/s]
1/1 [==============================] - 0s 250ms/step
35%|███▌ | 3776/10770 [21:59<40:10, 2.90it/s]
1/1 [==============================] - 0s 249ms/step
35%|███▌ | 3777/10770 [21:59<39:26, 2.95it/s]
1/1 [==============================] - 0s 240ms/step
35%|███▌ | 3778/10770 [21:59<38:32, 3.02it/s]
1/1 [==============================] - 0s 234ms/step
35%|███▌ | 3779/10770 [22:00<37:34, 3.10it/s]
1/1 [==============================] - 0s 258ms/step
35%|███▌ | 3780/10770 [22:00<37:58, 3.07it/s]
1/1 [==============================] - 0s 249ms/step
35%|███▌ | 3781/10770 [22:00<38:05, 3.06it/s]
1/1 [==============================] - 0s 234ms/step
35%|███▌ | 3782/10770 [22:01<38:21, 3.04it/s]
1/1 [==============================] - 0s 254ms/step
35%|███▌ | 3783/10770 [22:01<38:28, 3.03it/s]
1/1 [==============================] - 0s 250ms/step
35%|███▌ | 3784/10770 [22:01<38:30, 3.02it/s]
1/1 [==============================] - 0s 230ms/step
35%|███▌ | 3785/10770 [22:02<37:42, 3.09it/s]
1/1 [==============================] - 0s 248ms/step
35%|███▌ | 3786/10770 [22:02<37:33, 3.10it/s]
1/1 [==============================] - 0s 249ms/step
35%|███▌ | 3787/10770 [22:02<37:50, 3.08it/s]
1/1 [==============================] - 0s 235ms/step
35%|███▌ | 3788/10770 [22:02<37:14, 3.12it/s]
1/1 [==============================] - 0s 249ms/step
35%|███▌ | 3789/10770 [22:03<37:19, 3.12it/s]
1/1 [==============================] - 0s 265ms/step
35%|███▌ | 3790/10770 [22:03<38:16, 3.04it/s]
1/1 [==============================] - 0s 249ms/step
35%|███▌ | 3791/10770 [22:03<38:17, 3.04it/s]
1/1 [==============================] - 0s 240ms/step
35%|███▌ | 3792/10770 [22:04<38:09, 3.05it/s]
1/1 [==============================] - 0s 260ms/step
35%|███▌ | 3793/10770 [22:04<39:16, 2.96it/s]
1/1 [==============================] - 0s 241ms/step
35%|███▌ | 3794/10770 [22:04<38:41, 3.00it/s]
1/1 [==============================] - 0s 240ms/step
35%|███▌ | 3795/10770 [22:05<37:53, 3.07it/s]
1/1 [==============================] - 0s 288ms/step
35%|███▌ | 3796/10770 [22:05<39:07, 2.97it/s]
1/1 [==============================] - 0s 250ms/step
35%|███▌ | 3797/10770 [22:05<38:37, 3.01it/s]
1/1 [==============================] - 0s 252ms/step
35%|███▌ | 3798/10770 [22:06<38:15, 3.04it/s]
1/1 [==============================] - 0s 244ms/step
35%|███▌ | 3799/10770 [22:06<38:33, 3.01it/s]
1/1 [==============================] - 0s 380ms/step
35%|███▌ | 3800/10770 [22:07<52:50, 2.20it/s]
1/1 [==============================] - 0s 365ms/step
35%|███▌ | 3801/10770 [22:07<53:23, 2.18it/s]
1/1 [==============================] - 0s 354ms/step
35%|███▌ | 3802/10770 [22:08<1:02:22, 1.86it/s]
1/1 [==============================] - 0s 372ms/step
35%|███▌ | 3803/10770 [22:09<59:49, 1.94it/s]
1/1 [==============================] - 0s 350ms/step
35%|███▌ | 3804/10770 [22:09<57:52, 2.01it/s]
1/1 [==============================] - 0s 422ms/step
35%|███▌ | 3805/10770 [22:10<1:07:16, 1.73it/s]
1/1 [==============================] - 0s 371ms/step
35%|███▌ | 3806/10770 [22:10<1:03:22, 1.83it/s]
1/1 [==============================] - 0s 377ms/step
35%|███▌ | 3807/10770 [22:11<1:01:07, 1.90it/s]
1/1 [==============================] - 0s 241ms/step
35%|███▌ | 3808/10770 [22:11<53:42, 2.16it/s]
1/1 [==============================] - 0s 255ms/step
35%|███▌ | 3809/10770 [22:11<48:52, 2.37it/s]
1/1 [==============================] - 0s 251ms/step
35%|███▌ | 3810/10770 [22:12<45:50, 2.53it/s]
1/1 [==============================] - 0s 245ms/step
35%|███▌ | 3811/10770 [22:12<43:00, 2.70it/s]
1/1 [==============================] - 0s 243ms/step
35%|███▌ | 3812/10770 [22:12<40:55, 2.83it/s]
1/1 [==============================] - 0s 252ms/step
35%|███▌ | 3813/10770 [22:13<39:59, 2.90it/s]
1/1 [==============================] - 0s 243ms/step
35%|███▌ | 3814/10770 [22:13<39:04, 2.97it/s]
1/1 [==============================] - 0s 240ms/step
35%|███▌ | 3815/10770 [22:13<38:40, 3.00it/s]
1/1 [==============================] - 0s 261ms/step
35%|███▌ | 3816/10770 [22:14<38:46, 2.99it/s]
1/1 [==============================] - 0s 255ms/step
35%|███▌ | 3817/10770 [22:14<38:27, 3.01it/s]
1/1 [==============================] - 0s 244ms/step
35%|███▌ | 3818/10770 [22:14<37:53, 3.06it/s]
1/1 [==============================] - 0s 246ms/step
35%|███▌ | 3819/10770 [22:15<40:33, 2.86it/s]
1/1 [==============================] - 0s 209ms/step
35%|███▌ | 3820/10770 [22:15<38:17, 3.03it/s]
1/1 [==============================] - 0s 235ms/step
35%|███▌ | 3821/10770 [22:15<37:53, 3.06it/s]
1/1 [==============================] - 0s 242ms/step
35%|███▌ | 3822/10770 [22:16<37:27, 3.09it/s]
1/1 [==============================] - 0s 245ms/step
35%|███▌ | 3823/10770 [22:16<38:23, 3.02it/s]
1/1 [==============================] - 0s 239ms/step
36%|███▌ | 3824/10770 [22:16<38:06, 3.04it/s]
1/1 [==============================] - 0s 235ms/step
36%|███▌ | 3825/10770 [22:17<37:16, 3.11it/s]
1/1 [==============================] - 0s 259ms/step
36%|███▌ | 3826/10770 [22:17<38:19, 3.02it/s]
1/1 [==============================] - 0s 245ms/step
36%|███▌ | 3827/10770 [22:17<37:57, 3.05it/s]
1/1 [==============================] - 0s 237ms/step
36%|███▌ | 3828/10770 [22:18<37:40, 3.07it/s]
1/1 [==============================] - 0s 257ms/step
36%|███▌ | 3829/10770 [22:18<37:44, 3.06it/s]
1/1 [==============================] - 0s 255ms/step
36%|███▌ | 3830/10770 [22:18<37:40, 3.07it/s]
1/1 [==============================] - 0s 251ms/step
36%|███▌ | 3831/10770 [22:19<37:33, 3.08it/s]
1/1 [==============================] - 0s 267ms/step
36%|███▌ | 3832/10770 [22:19<38:04, 3.04it/s]
1/1 [==============================] - 0s 242ms/step
36%|███▌ | 3833/10770 [22:19<37:31, 3.08it/s]
1/1 [==============================] - 0s 244ms/step
36%|███▌ | 3834/10770 [22:20<37:35, 3.07it/s]
1/1 [==============================] - 0s 246ms/step
36%|███▌ | 3835/10770 [22:20<37:24, 3.09it/s]
1/1 [==============================] - 0s 236ms/step
36%|███▌ | 3836/10770 [22:20<37:11, 3.11it/s]
1/1 [==============================] - 0s 227ms/step
36%|███▌ | 3837/10770 [22:20<37:17, 3.10it/s]
1/1 [==============================] - 0s 307ms/step
36%|███▌ | 3838/10770 [22:21<39:27, 2.93it/s]
1/1 [==============================] - 0s 367ms/step
36%|███▌ | 3839/10770 [22:21<44:44, 2.58it/s]
1/1 [==============================] - 0s 398ms/step
36%|███▌ | 3840/10770 [22:22<57:46, 2.00it/s]
1/1 [==============================] - 0s 369ms/step
36%|███▌ | 3841/10770 [22:23<56:40, 2.04it/s]
1/1 [==============================] - 0s 392ms/step
36%|███▌ | 3842/10770 [22:23<57:24, 2.01it/s]
1/1 [==============================] - 0s 391ms/step
36%|███▌ | 3843/10770 [22:24<57:04, 2.02it/s]
1/1 [==============================] - 0s 404ms/step
36%|███▌ | 3844/10770 [22:24<1:06:28, 1.74it/s]
1/1 [==============================] - 0s 350ms/step
36%|███▌ | 3845/10770 [22:25<1:12:23, 1.59it/s]
1/1 [==============================] - 0s 205ms/step
36%|███▌ | 3846/10770 [22:25<1:00:22, 1.91it/s]
1/1 [==============================] - 0s 238ms/step
36%|███▌ | 3847/10770 [22:26<52:54, 2.18it/s]
1/1 [==============================] - 0s 238ms/step
36%|███▌ | 3848/10770 [22:26<48:11, 2.39it/s]
1/1 [==============================] - 0s 270ms/step
36%|███▌ | 3849/10770 [22:26<45:40, 2.53it/s]
1/1 [==============================] - 0s 232ms/step
36%|███▌ | 3850/10770 [22:27<42:27, 2.72it/s]
1/1 [==============================] - 0s 248ms/step
36%|███▌ | 3851/10770 [22:27<40:46, 2.83it/s]
1/1 [==============================] - 0s 293ms/step
36%|███▌ | 3852/10770 [22:27<41:14, 2.80it/s]
1/1 [==============================] - 0s 237ms/step
36%|███▌ | 3853/10770 [22:28<39:40, 2.91it/s]
1/1 [==============================] - 0s 240ms/step
36%|███▌ | 3854/10770 [22:28<38:38, 2.98it/s]
1/1 [==============================] - 0s 253ms/step
36%|███▌ | 3855/10770 [22:28<38:24, 3.00it/s]
1/1 [==============================] - 0s 242ms/step
36%|███▌ | 3856/10770 [22:29<37:48, 3.05it/s]
1/1 [==============================] - 0s 257ms/step
36%|███▌ | 3857/10770 [22:29<37:54, 3.04it/s]
1/1 [==============================] - 0s 246ms/step
36%|███▌ | 3858/10770 [22:29<37:23, 3.08it/s]
1/1 [==============================] - 0s 229ms/step
36%|███▌ | 3859/10770 [22:30<37:35, 3.06it/s]
1/1 [==============================] - 0s 250ms/step
36%|███▌ | 3860/10770 [22:30<37:26, 3.08it/s]
1/1 [==============================] - 0s 245ms/step
36%|███▌ | 3861/10770 [22:30<37:02, 3.11it/s]
1/1 [==============================] - 0s 249ms/step
36%|███▌ | 3862/10770 [22:31<37:01, 3.11it/s]
1/1 [==============================] - 0s 237ms/step
36%|███▌ | 3863/10770 [22:31<36:39, 3.14it/s]
1/1 [==============================] - 0s 246ms/step
36%|███▌ | 3864/10770 [22:31<36:21, 3.17it/s]
1/1 [==============================] - 0s 266ms/step
36%|███▌ | 3865/10770 [22:31<36:52, 3.12it/s]
1/1 [==============================] - 0s 242ms/step
36%|███▌ | 3866/10770 [22:32<36:29, 3.15it/s]
1/1 [==============================] - 0s 245ms/step
36%|███▌ | 3867/10770 [22:32<36:24, 3.16it/s]
1/1 [==============================] - 0s 268ms/step
36%|███▌ | 3868/10770 [22:32<37:11, 3.09it/s]
1/1 [==============================] - 0s 231ms/step
36%|███▌ | 3869/10770 [22:33<36:44, 3.13it/s]
1/1 [==============================] - 0s 234ms/step
36%|███▌ | 3870/10770 [22:33<36:51, 3.12it/s]
1/1 [==============================] - 0s 250ms/step
36%|███▌ | 3871/10770 [22:33<39:39, 2.90it/s]
1/1 [==============================] - 0s 196ms/step
36%|███▌ | 3872/10770 [22:34<36:56, 3.11it/s]
1/1 [==============================] - 0s 242ms/step
36%|███▌ | 3873/10770 [22:34<36:49, 3.12it/s]
1/1 [==============================] - 0s 240ms/step
36%|███▌ | 3874/10770 [22:34<36:26, 3.15it/s]
1/1 [==============================] - 0s 248ms/step
36%|███▌ | 3875/10770 [22:35<36:53, 3.12it/s]
1/1 [==============================] - 0s 242ms/step
36%|███▌ | 3876/10770 [22:35<36:38, 3.14it/s]
1/1 [==============================] - 0s 363ms/step
36%|███▌ | 3877/10770 [22:36<52:54, 2.17it/s]
1/1 [==============================] - 0s 373ms/step
36%|███▌ | 3878/10770 [22:36<52:55, 2.17it/s]
1/1 [==============================] - 0s 384ms/step
36%|███▌ | 3879/10770 [22:37<54:09, 2.12it/s]
1/1 [==============================] - 0s 358ms/step
36%|███▌ | 3880/10770 [22:38<1:04:25, 1.78it/s]
1/1 [==============================] - 0s 384ms/step
36%|███▌ | 3881/10770 [22:38<1:02:15, 1.84it/s]
1/1 [==============================] - 0s 370ms/step
36%|███▌ | 3882/10770 [22:39<1:09:11, 1.66it/s]
1/1 [==============================] - 0s 357ms/step
36%|███▌ | 3883/10770 [22:39<1:03:53, 1.80it/s]
1/1 [==============================] - 0s 241ms/step
36%|███▌ | 3884/10770 [22:40<55:52, 2.05it/s]
1/1 [==============================] - 0s 267ms/step
36%|███▌ | 3885/10770 [22:40<50:41, 2.26it/s]
1/1 [==============================] - 0s 243ms/step
36%|███▌ | 3886/10770 [22:40<46:06, 2.49it/s]
1/1 [==============================] - 0s 253ms/step
36%|███▌ | 3887/10770 [22:41<43:33, 2.63it/s]
1/1 [==============================] - 0s 265ms/step
36%|███▌ | 3888/10770 [22:41<42:00, 2.73it/s]
1/1 [==============================] - 0s 240ms/step
36%|███▌ | 3889/10770 [22:41<40:07, 2.86it/s]
1/1 [==============================] - 0s 243ms/step
36%|███▌ | 3890/10770 [22:42<39:14, 2.92it/s]
1/1 [==============================] - 0s 250ms/step
36%|███▌ | 3891/10770 [22:42<38:40, 2.96it/s]
1/1 [==============================] - 0s 250ms/step
36%|███▌ | 3892/10770 [22:42<38:58, 2.94it/s]
1/1 [==============================] - 0s 243ms/step
36%|███▌ | 3893/10770 [22:42<38:05, 3.01it/s]
1/1 [==============================] - 0s 241ms/step
36%|███▌ | 3894/10770 [22:43<37:41, 3.04it/s]
1/1 [==============================] - 0s 252ms/step
36%|███▌ | 3895/10770 [22:43<38:00, 3.02it/s]
1/1 [==============================] - 0s 239ms/step
36%|███▌ | 3896/10770 [22:43<37:29, 3.06it/s]
1/1 [==============================] - 0s 237ms/step
36%|███▌ | 3897/10770 [22:44<37:05, 3.09it/s]
1/1 [==============================] - 0s 256ms/step
36%|███▌ | 3898/10770 [22:44<37:39, 3.04it/s]
1/1 [==============================] - 0s 244ms/step
36%|███▌ | 3899/10770 [22:44<37:19, 3.07it/s]
1/1 [==============================] - 0s 241ms/step
36%|███▌ | 3900/10770 [22:45<37:01, 3.09it/s]
1/1 [==============================] - 0s 250ms/step
36%|███▌ | 3901/10770 [22:45<37:29, 3.05it/s]
1/1 [==============================] - 0s 230ms/step
36%|███▌ | 3902/10770 [22:45<37:06, 3.08it/s]
1/1 [==============================] - 0s 229ms/step
36%|███▌ | 3903/10770 [22:46<37:23, 3.06it/s]
1/1 [==============================] - 0s 277ms/step
36%|███▌ | 3904/10770 [22:46<38:20, 2.98it/s]
1/1 [==============================] - 0s 246ms/step
36%|███▋ | 3905/10770 [22:46<37:37, 3.04it/s]
1/1 [==============================] - 0s 237ms/step
36%|███▋ | 3906/10770 [22:47<37:09, 3.08it/s]
1/1 [==============================] - 0s 276ms/step
36%|███▋ | 3907/10770 [22:47<38:04, 3.00it/s]
1/1 [==============================] - 0s 247ms/step
36%|███▋ | 3908/10770 [22:47<37:36, 3.04it/s]
1/1 [==============================] - 0s 234ms/step
36%|███▋ | 3909/10770 [22:48<36:52, 3.10it/s]
1/1 [==============================] - 0s 245ms/step
36%|███▋ | 3910/10770 [22:48<37:04, 3.08it/s]
1/1 [==============================] - 0s 253ms/step
36%|███▋ | 3911/10770 [22:48<37:15, 3.07it/s]
1/1 [==============================] - 0s 237ms/step
36%|███▋ | 3912/10770 [22:49<36:49, 3.10it/s]
1/1 [==============================] - 0s 249ms/step
36%|███▋ | 3913/10770 [22:49<36:47, 3.11it/s]
1/1 [==============================] - 0s 317ms/step
36%|███▋ | 3914/10770 [22:49<40:04, 2.85it/s]
1/1 [==============================] - 0s 386ms/step
36%|███▋ | 3915/10770 [22:50<53:33, 2.13it/s]
1/1 [==============================] - 0s 377ms/step
36%|███▋ | 3916/10770 [22:51<1:03:34, 1.80it/s]
1/1 [==============================] - 0s 383ms/step
36%|███▋ | 3917/10770 [22:51<1:00:53, 1.88it/s]
1/1 [==============================] - 0s 392ms/step
36%|███▋ | 3918/10770 [22:52<59:44, 1.91it/s]
1/1 [==============================] - 0s 392ms/step
36%|███▋ | 3919/10770 [22:52<59:21, 1.92it/s]
1/1 [==============================] - 0s 401ms/step
36%|███▋ | 3920/10770 [22:53<57:52, 1.97it/s]
1/1 [==============================] - 0s 436ms/step
36%|███▋ | 3921/10770 [22:54<1:06:23, 1.72it/s]
1/1 [==============================] - 0s 337ms/step
36%|███▋ | 3922/10770 [22:54<1:02:21, 1.83it/s]
1/1 [==============================] - 0s 237ms/step
36%|███▋ | 3923/10770 [22:54<55:59, 2.04it/s]
1/1 [==============================] - 0s 232ms/step
36%|███▋ | 3924/10770 [22:55<50:47, 2.25it/s]
1/1 [==============================] - 0s 228ms/step
36%|███▋ | 3925/10770 [22:55<46:45, 2.44it/s]
1/1 [==============================] - 0s 231ms/step
36%|███▋ | 3926/10770 [22:55<43:36, 2.62it/s]
1/1 [==============================] - 0s 263ms/step
36%|███▋ | 3927/10770 [22:56<44:31, 2.56it/s]
1/1 [==============================] - 0s 197ms/step
36%|███▋ | 3928/10770 [22:56<40:32, 2.81it/s]
1/1 [==============================] - 0s 224ms/step
36%|███▋ | 3929/10770 [22:56<38:55, 2.93it/s]
1/1 [==============================] - 0s 262ms/step
36%|███▋ | 3930/10770 [22:57<38:29, 2.96it/s]
1/1 [==============================] - 0s 251ms/step
36%|███▋ | 3931/10770 [22:57<38:00, 3.00it/s]
1/1 [==============================] - 0s 272ms/step
37%|███▋ | 3932/10770 [22:57<38:11, 2.98it/s]
1/1 [==============================] - 0s 261ms/step
37%|███▋ | 3933/10770 [22:58<37:51, 3.01it/s]
1/1 [==============================] - 0s 253ms/step
37%|███▋ | 3934/10770 [22:58<37:35, 3.03it/s]
1/1 [==============================] - 0s 229ms/step
37%|███▋ | 3935/10770 [22:58<36:49, 3.09it/s]
1/1 [==============================] - 0s 250ms/step
37%|███▋ | 3936/10770 [22:59<37:23, 3.05it/s]
1/1 [==============================] - 0s 256ms/step
37%|███▋ | 3937/10770 [22:59<37:17, 3.05it/s]
1/1 [==============================] - 0s 227ms/step
37%|███▋ | 3938/10770 [22:59<36:22, 3.13it/s]
1/1 [==============================] - 0s 246ms/step
37%|███▋ | 3939/10770 [23:00<36:13, 3.14it/s]
1/1 [==============================] - 0s 261ms/step
37%|███▋ | 3940/10770 [23:00<36:51, 3.09it/s]
1/1 [==============================] - 0s 247ms/step
37%|███▋ | 3941/10770 [23:00<36:38, 3.11it/s]
1/1 [==============================] - 0s 244ms/step
37%|███▋ | 3942/10770 [23:01<36:29, 3.12it/s]
1/1 [==============================] - 0s 264ms/step
37%|███▋ | 3943/10770 [23:01<36:58, 3.08it/s]
1/1 [==============================] - 0s 251ms/step
37%|███▋ | 3944/10770 [23:01<36:47, 3.09it/s]
1/1 [==============================] - 0s 232ms/step
37%|███▋ | 3945/10770 [23:02<36:15, 3.14it/s]
1/1 [==============================] - 0s 274ms/step
37%|███▋ | 3946/10770 [23:02<37:07, 3.06it/s]
1/1 [==============================] - 0s 242ms/step
37%|███▋ | 3947/10770 [23:02<37:05, 3.07it/s]
1/1 [==============================] - 0s 251ms/step
37%|███▋ | 3948/10770 [23:03<36:50, 3.09it/s]
1/1 [==============================] - 0s 273ms/step
37%|███▋ | 3949/10770 [23:03<37:26, 3.04it/s]
1/1 [==============================] - 0s 255ms/step
37%|███▋ | 3950/10770 [23:03<37:12, 3.06it/s]
1/1 [==============================] - 0s 247ms/step
37%|███▋ | 3951/10770 [23:04<36:47, 3.09it/s]
1/1 [==============================] - 0s 271ms/step
37%|███▋ | 3952/10770 [23:04<37:30, 3.03it/s]
1/1 [==============================] - 0s 405ms/step
37%|███▋ | 3953/10770 [23:05<53:03, 2.14it/s]
1/1 [==============================] - 0s 364ms/step
37%|███▋ | 3954/10770 [23:05<52:50, 2.15it/s]
1/1 [==============================] - 0s 384ms/step
37%|███▋ | 3955/10770 [23:06<53:55, 2.11it/s]
1/1 [==============================] - 0s 413ms/step
37%|███▋ | 3956/10770 [23:06<55:17, 2.05it/s]
1/1 [==============================] - 0s 419ms/step
37%|███▋ | 3957/10770 [23:07<56:15, 2.02it/s]
1/1 [==============================] - 0s 427ms/step
37%|███▋ | 3958/10770 [23:07<58:43, 1.93it/s]
1/1 [==============================] - 0s 420ms/step
37%|███▋ | 3959/10770 [23:08<1:06:48, 1.70it/s]
1/1 [==============================] - 0s 352ms/step
37%|███▋ | 3960/10770 [23:08<1:01:51, 1.83it/s]
1/1 [==============================] - 0s 239ms/step
37%|███▋ | 3961/10770 [23:09<55:07, 2.06it/s]
1/1 [==============================] - 0s 238ms/step
37%|███▋ | 3962/10770 [23:09<49:14, 2.30it/s]
1/1 [==============================] - 0s 259ms/step
37%|███▋ | 3963/10770 [23:09<45:46, 2.48it/s]
1/1 [==============================] - 0s 230ms/step
37%|███▋ | 3964/10770 [23:10<42:15, 2.68it/s]
1/1 [==============================] - 0s 255ms/step
37%|███▋ | 3965/10770 [23:10<40:44, 2.78it/s]
1/1 [==============================] - 0s 261ms/step
37%|███▋ | 3966/10770 [23:10<40:17, 2.81it/s]
1/1 [==============================] - 0s 239ms/step
37%|███▋ | 3967/10770 [23:11<38:32, 2.94it/s]
1/1 [==============================] - 0s 262ms/step
37%|███▋ | 3968/10770 [23:11<38:08, 2.97it/s]
1/1 [==============================] - 0s 249ms/step
37%|███▋ | 3969/10770 [23:11<38:12, 2.97it/s]
1/1 [==============================] - 0s 238ms/step
37%|███▋ | 3970/10770 [23:12<37:19, 3.04it/s]
1/1 [==============================] - 0s 248ms/step
37%|███▋ | 3971/10770 [23:12<37:01, 3.06it/s]
1/1 [==============================] - 0s 243ms/step
37%|███▋ | 3972/10770 [23:12<36:54, 3.07it/s]
1/1 [==============================] - 0s 237ms/step
37%|███▋ | 3973/10770 [23:13<36:58, 3.06it/s]
1/1 [==============================] - 0s 260ms/step
37%|███▋ | 3974/10770 [23:13<37:02, 3.06it/s]
1/1 [==============================] - 0s 247ms/step
37%|███▋ | 3975/10770 [23:13<36:42, 3.09it/s]
1/1 [==============================] - 0s 260ms/step
37%|███▋ | 3976/10770 [23:14<36:47, 3.08it/s]
1/1 [==============================] - 0s 256ms/step
37%|███▋ | 3977/10770 [23:14<36:48, 3.08it/s]
1/1 [==============================] - 0s 238ms/step
37%|███▋ | 3978/10770 [23:14<36:42, 3.08it/s]
1/1 [==============================] - 0s 259ms/step
37%|███▋ | 3979/10770 [23:15<36:54, 3.07it/s]
1/1 [==============================] - 0s 245ms/step
37%|███▋ | 3980/10770 [23:15<36:58, 3.06it/s]
1/1 [==============================] - 0s 232ms/step
37%|███▋ | 3981/10770 [23:15<36:32, 3.10it/s]
1/1 [==============================] - 0s 258ms/step
37%|███▋ | 3982/10770 [23:16<36:47, 3.07it/s]
1/1 [==============================] - 0s 252ms/step
37%|███▋ | 3983/10770 [23:16<36:32, 3.10it/s]
1/1 [==============================] - 0s 256ms/step
37%|███▋ | 3984/10770 [23:16<36:42, 3.08it/s]
1/1 [==============================] - 0s 239ms/step
37%|███▋ | 3985/10770 [23:17<36:41, 3.08it/s]
1/1 [==============================] - 0s 245ms/step
37%|███▋ | 3986/10770 [23:17<36:53, 3.07it/s]
1/1 [==============================] - 0s 254ms/step
37%|███▋ | 3987/10770 [23:17<39:42, 2.85it/s]
1/1 [==============================] - 0s 196ms/step
37%|███▋ | 3988/10770 [23:18<36:41, 3.08it/s]
1/1 [==============================] - 0s 238ms/step
37%|███▋ | 3989/10770 [23:18<37:15, 3.03it/s]
1/1 [==============================] - 0s 233ms/step
37%|███▋ | 3990/10770 [23:18<36:32, 3.09it/s]
1/1 [==============================] - 0s 235ms/step
37%|███▋ | 3991/10770 [23:19<36:23, 3.10it/s]
1/1 [==============================] - 0s 391ms/step
37%|███▋ | 3992/10770 [23:19<50:37, 2.23it/s]
1/1 [==============================] - 0s 366ms/step
37%|███▋ | 3993/10770 [23:20<50:52, 2.22it/s]
1/1 [==============================] - 0s 380ms/step
37%|███▋ | 3994/10770 [23:21<1:01:27, 1.84it/s]
1/1 [==============================] - 0s 369ms/step
37%|███▋ | 3995/10770 [23:21<58:17, 1.94it/s]
1/1 [==============================] - 0s 391ms/step
37%|███▋ | 3996/10770 [23:21<57:36, 1.96it/s]
1/1 [==============================] - 0s 360ms/step
37%|███▋ | 3997/10770 [23:22<55:30, 2.03it/s]
1/1 [==============================] - 0s 383ms/step
37%|███▋ | 3998/10770 [23:22<54:33, 2.07it/s]
1/1 [==============================] - 0s 397ms/step
37%|███▋ | 3999/10770 [23:23<55:03, 2.05it/s]
1/1 [==============================] - 0s 407ms/step
37%|███▋ | 4000/10770 [23:24<1:03:29, 1.78it/s]
1/1 [==============================] - 0s 208ms/step
37%|███▋ | 4001/10770 [23:24<53:48, 2.10it/s]
1/1 [==============================] - 0s 249ms/step
37%|███▋ | 4002/10770 [23:24<49:18, 2.29it/s]
1/1 [==============================] - 0s 238ms/step
37%|███▋ | 4003/10770 [23:25<44:56, 2.51it/s]
1/1 [==============================] - 0s 249ms/step
37%|███▋ | 4004/10770 [23:25<45:25, 2.48it/s]
1/1 [==============================] - 0s 221ms/step
37%|███▋ | 4005/10770 [23:25<41:36, 2.71it/s]
1/1 [==============================] - 0s 234ms/step
37%|███▋ | 4006/10770 [23:26<39:43, 2.84it/s]
1/1 [==============================] - 0s 250ms/step
37%|███▋ | 4007/10770 [23:26<38:43, 2.91it/s]
1/1 [==============================] - 0s 259ms/step
37%|███▋ | 4008/10770 [23:26<38:03, 2.96it/s]
1/1 [==============================] - 0s 245ms/step
37%|███▋ | 4009/10770 [23:27<37:40, 2.99it/s]
1/1 [==============================] - 0s 238ms/step
37%|███▋ | 4010/10770 [23:27<36:37, 3.08it/s]
1/1 [==============================] - 0s 247ms/step
37%|███▋ | 4011/10770 [23:27<36:18, 3.10it/s]
1/1 [==============================] - 0s 270ms/step
37%|███▋ | 4012/10770 [23:28<37:53, 2.97it/s]
1/1 [==============================] - 0s 249ms/step
37%|███▋ | 4013/10770 [23:28<38:02, 2.96it/s]
1/1 [==============================] - 0s 247ms/step
37%|███▋ | 4014/10770 [23:28<37:26, 3.01it/s]
1/1 [==============================] - 0s 255ms/step
37%|███▋ | 4015/10770 [23:29<37:11, 3.03it/s]
1/1 [==============================] - 0s 249ms/step
37%|███▋ | 4016/10770 [23:29<36:48, 3.06it/s]
1/1 [==============================] - 0s 250ms/step
37%|███▋ | 4017/10770 [23:29<36:46, 3.06it/s]
1/1 [==============================] - 0s 256ms/step
37%|███▋ | 4018/10770 [23:29<36:38, 3.07it/s]
1/1 [==============================] - 0s 242ms/step
37%|███▋ | 4019/10770 [23:30<36:01, 3.12it/s]
1/1 [==============================] - 0s 255ms/step
37%|███▋ | 4020/10770 [23:30<36:09, 3.11it/s]
1/1 [==============================] - 0s 277ms/step
37%|███▋ | 4021/10770 [23:30<36:49, 3.06it/s]
1/1 [==============================] - 0s 253ms/step
37%|███▋ | 4022/10770 [23:31<36:55, 3.05it/s]
1/1 [==============================] - 0s 238ms/step
37%|███▋ | 4023/10770 [23:31<36:51, 3.05it/s]
1/1 [==============================] - 0s 253ms/step
37%|███▋ | 4024/10770 [23:31<37:23, 3.01it/s]
1/1 [==============================] - 0s 246ms/step
37%|███▋ | 4025/10770 [23:32<36:52, 3.05it/s]
1/1 [==============================] - 0s 233ms/step
37%|███▋ | 4026/10770 [23:32<36:33, 3.07it/s]
1/1 [==============================] - 0s 247ms/step
37%|███▋ | 4027/10770 [23:32<36:22, 3.09it/s]
1/1 [==============================] - 0s 251ms/step
37%|███▋ | 4028/10770 [23:33<36:40, 3.06it/s]
1/1 [==============================] - 0s 248ms/step
37%|███▋ | 4029/10770 [23:33<36:42, 3.06it/s]
1/1 [==============================] - 0s 244ms/step
37%|███▋ | 4030/10770 [23:33<36:20, 3.09it/s]
1/1 [==============================] - 0s 381ms/step
37%|███▋ | 4031/10770 [23:34<41:18, 2.72it/s]
1/1 [==============================] - 0s 416ms/step
37%|███▋ | 4032/10770 [23:34<47:11, 2.38it/s]
1/1 [==============================] - 0s 401ms/step
37%|███▋ | 4033/10770 [23:35<50:10, 2.24it/s]
1/1 [==============================] - 0s 428ms/step
37%|███▋ | 4034/10770 [23:35<53:33, 2.10it/s]
1/1 [==============================] - 0s 386ms/step
37%|███▋ | 4035/10770 [23:36<55:44, 2.01it/s]
1/1 [==============================] - 0s 406ms/step
37%|███▋ | 4036/10770 [23:37<57:05, 1.97it/s]
1/1 [==============================] - 0s 433ms/step
37%|███▋ | 4037/10770 [23:37<57:54, 1.94it/s]
1/1 [==============================] - 0s 389ms/step
37%|███▋ | 4038/10770 [23:38<57:14, 1.96it/s]
1/1 [==============================] - 0s 402ms/step
38%|███▊ | 4039/10770 [23:38<1:06:13, 1.69it/s]
1/1 [==============================] - 0s 205ms/step
38%|███▊ | 4040/10770 [23:39<56:07, 2.00it/s]
1/1 [==============================] - 0s 259ms/step
38%|███▊ | 4041/10770 [23:39<50:22, 2.23it/s]
1/1 [==============================] - 0s 235ms/step
38%|███▊ | 4042/10770 [23:39<45:53, 2.44it/s]
1/1 [==============================] - 0s 253ms/step
38%|███▊ | 4043/10770 [23:40<42:56, 2.61it/s]
1/1 [==============================] - 0s 247ms/step
38%|███▊ | 4044/10770 [23:40<40:54, 2.74it/s]
1/1 [==============================] - 0s 244ms/step
38%|███▊ | 4045/10770 [23:40<39:49, 2.81it/s]
1/1 [==============================] - 0s 238ms/step
38%|███▊ | 4046/10770 [23:41<38:47, 2.89it/s]
1/1 [==============================] - 0s 244ms/step
38%|███▊ | 4047/10770 [23:41<38:12, 2.93it/s]
1/1 [==============================] - 0s 260ms/step
38%|███▊ | 4048/10770 [23:41<38:07, 2.94it/s]
1/1 [==============================] - 0s 243ms/step
38%|███▊ | 4049/10770 [23:42<37:21, 3.00it/s]
1/1 [==============================] - 0s 246ms/step
38%|███▊ | 4050/10770 [23:42<36:42, 3.05it/s]
1/1 [==============================] - 0s 274ms/step
38%|███▊ | 4051/10770 [23:42<38:53, 2.88it/s]
1/1 [==============================] - 0s 200ms/step
38%|███▊ | 4052/10770 [23:43<36:23, 3.08it/s]
1/1 [==============================] - 0s 234ms/step
38%|███▊ | 4053/10770 [23:43<35:51, 3.12it/s]
1/1 [==============================] - 0s 276ms/step
38%|███▊ | 4054/10770 [23:43<36:39, 3.05it/s]
1/1 [==============================] - 0s 244ms/step
38%|███▊ | 4055/10770 [23:44<36:19, 3.08it/s]
1/1 [==============================] - 0s 253ms/step
38%|███▊ | 4056/10770 [23:44<38:40, 2.89it/s]
1/1 [==============================] - 0s 225ms/step
38%|███▊ | 4057/10770 [23:44<37:19, 3.00it/s]
1/1 [==============================] - 0s 247ms/step
38%|███▊ | 4058/10770 [23:45<36:48, 3.04it/s]
1/1 [==============================] - 0s 241ms/step
38%|███▊ | 4059/10770 [23:45<36:15, 3.09it/s]
1/1 [==============================] - 0s 253ms/step
38%|███▊ | 4060/10770 [23:45<36:28, 3.07it/s]
1/1 [==============================] - 0s 244ms/step
38%|███▊ | 4061/10770 [23:46<36:39, 3.05it/s]
1/1 [==============================] - 0s 265ms/step
38%|███▊ | 4062/10770 [23:46<36:48, 3.04it/s]
1/1 [==============================] - 0s 247ms/step
38%|███▊ | 4063/10770 [23:46<36:13, 3.09it/s]
1/1 [==============================] - 0s 265ms/step
38%|███▊ | 4064/10770 [23:46<36:27, 3.07it/s]
1/1 [==============================] - 0s 248ms/step
38%|███▊ | 4065/10770 [23:47<36:04, 3.10it/s]
1/1 [==============================] - 0s 244ms/step
38%|███▊ | 4066/10770 [23:47<36:10, 3.09it/s]
1/1 [==============================] - 0s 257ms/step
38%|███▊ | 4067/10770 [23:47<36:27, 3.06it/s]
1/1 [==============================] - 0s 238ms/step
38%|███▊ | 4068/10770 [23:48<36:38, 3.05it/s]
1/1 [==============================] - 0s 243ms/step
38%|███▊ | 4069/10770 [23:48<36:52, 3.03it/s]
1/1 [==============================] - 0s 315ms/step
38%|███▊ | 4070/10770 [23:49<38:51, 2.87it/s]
1/1 [==============================] - 0s 391ms/step
38%|███▊ | 4071/10770 [23:49<43:17, 2.58it/s]
1/1 [==============================] - 0s 385ms/step
38%|███▊ | 4072/10770 [23:49<46:50, 2.38it/s]
1/1 [==============================] - 0s 396ms/step
38%|███▊ | 4073/10770 [23:50<49:45, 2.24it/s]
1/1 [==============================] - 0s 350ms/step
38%|███▊ | 4074/10770 [23:50<48:48, 2.29it/s]
1/1 [==============================] - 0s 379ms/step
38%|███▊ | 4075/10770 [23:51<49:59, 2.23it/s]
1/1 [==============================] - 0s 378ms/step
38%|███▊ | 4076/10770 [23:51<52:18, 2.13it/s]
1/1 [==============================] - 0s 382ms/step
38%|███▊ | 4077/10770 [23:52<53:47, 2.07it/s]
1/1 [==============================] - 0s 411ms/step
38%|███▊ | 4078/10770 [23:53<1:03:40, 1.75it/s]
1/1 [==============================] - 0s 379ms/step
38%|███▊ | 4079/10770 [23:53<1:00:36, 1.84it/s]
1/1 [==============================] - 0s 316ms/step
38%|███▊ | 4080/10770 [23:54<59:01, 1.89it/s]
1/1 [==============================] - 0s 221ms/step
38%|███▊ | 4081/10770 [23:54<51:08, 2.18it/s]
1/1 [==============================] - 0s 246ms/step
38%|███▊ | 4082/10770 [23:54<46:17, 2.41it/s]
1/1 [==============================] - 0s 250ms/step
38%|███▊ | 4083/10770 [23:55<43:03, 2.59it/s]
1/1 [==============================] - 0s 261ms/step
38%|███▊ | 4084/10770 [23:55<41:23, 2.69it/s]
1/1 [==============================] - 0s 252ms/step
38%|███▊ | 4085/10770 [23:55<39:49, 2.80it/s]
1/1 [==============================] - 0s 237ms/step
38%|███▊ | 4086/10770 [23:56<38:09, 2.92it/s]
1/1 [==============================] - 0s 265ms/step
38%|███▊ | 4087/10770 [23:56<37:55, 2.94it/s]
1/1 [==============================] - 0s 251ms/step
38%|███▊ | 4088/10770 [23:56<37:10, 3.00it/s]
1/1 [==============================] - 0s 245ms/step
38%|███▊ | 4089/10770 [23:57<39:22, 2.83it/s]
1/1 [==============================] - 0s 217ms/step
38%|███▊ | 4090/10770 [23:57<37:29, 2.97it/s]
1/1 [==============================] - 0s 241ms/step
38%|███▊ | 4091/10770 [23:57<36:36, 3.04it/s]
1/1 [==============================] - 0s 285ms/step
38%|███▊ | 4092/10770 [23:58<37:27, 2.97it/s]
1/1 [==============================] - 0s 271ms/step
38%|███▊ | 4093/10770 [23:58<37:34, 2.96it/s]
1/1 [==============================] - 0s 241ms/step
38%|███▊ | 4094/10770 [23:58<37:05, 3.00it/s]
1/1 [==============================] - 0s 231ms/step
38%|███▊ | 4095/10770 [23:59<36:29, 3.05it/s]
1/1 [==============================] - 0s 249ms/step
38%|███▊ | 4096/10770 [23:59<36:22, 3.06it/s]
1/1 [==============================] - 0s 243ms/step
38%|███▊ | 4097/10770 [23:59<36:01, 3.09it/s]
1/1 [==============================] - 0s 243ms/step
38%|███▊ | 4098/10770 [24:00<35:38, 3.12it/s]
1/1 [==============================] - 0s 236ms/step
38%|███▊ | 4099/10770 [24:00<35:23, 3.14it/s]
1/1 [==============================] - 0s 269ms/step
38%|███▊ | 4100/10770 [24:00<36:10, 3.07it/s]
1/1 [==============================] - 0s 244ms/step
38%|███▊ | 4101/10770 [24:00<36:09, 3.07it/s]
1/1 [==============================] - 0s 242ms/step
38%|███▊ | 4102/10770 [24:01<35:50, 3.10it/s]
1/1 [==============================] - 0s 278ms/step
38%|███▊ | 4103/10770 [24:01<36:47, 3.02it/s]
1/1 [==============================] - 0s 249ms/step
38%|███▊ | 4104/10770 [24:01<36:25, 3.05it/s]
1/1 [==============================] - 0s 245ms/step
38%|███▊ | 4105/10770 [24:02<35:55, 3.09it/s]
1/1 [==============================] - 0s 261ms/step
38%|███▊ | 4106/10770 [24:02<36:34, 3.04it/s]
1/1 [==============================] - 0s 248ms/step
38%|███▊ | 4107/10770 [24:02<36:29, 3.04it/s]
1/1 [==============================] - 0s 245ms/step
38%|███▊ | 4108/10770 [24:03<36:01, 3.08it/s]
1/1 [==============================] - 0s 265ms/step
38%|███▊ | 4109/10770 [24:03<36:34, 3.03it/s]
1/1 [==============================] - 0s 265ms/step
38%|███▊ | 4110/10770 [24:03<36:47, 3.02it/s]
1/1 [==============================] - 0s 380ms/step
38%|███▊ | 4111/10770 [24:04<40:44, 2.72it/s]
1/1 [==============================] - 0s 400ms/step
38%|███▊ | 4112/10770 [24:04<46:03, 2.41it/s]
1/1 [==============================] - 0s 415ms/step
38%|███▊ | 4113/10770 [24:05<49:54, 2.22it/s]
1/1 [==============================] - 0s 382ms/step
38%|███▊ | 4114/10770 [24:05<49:46, 2.23it/s]
1/1 [==============================] - 0s 397ms/step
38%|███▊ | 4115/10770 [24:06<50:21, 2.20it/s]
1/1 [==============================] - 0s 393ms/step
38%|███▊ | 4116/10770 [24:06<52:19, 2.12it/s]
1/1 [==============================] - 0s 353ms/step
38%|███▊ | 4117/10770 [24:07<51:32, 2.15it/s]
1/1 [==============================] - 0s 394ms/step
38%|███▊ | 4118/10770 [24:08<1:01:31, 1.80it/s]
1/1 [==============================] - 0s 349ms/step
38%|███▊ | 4119/10770 [24:08<57:25, 1.93it/s]
1/1 [==============================] - 0s 372ms/step
38%|███▊ | 4120/10770 [24:09<56:56, 1.95it/s]
1/1 [==============================] - 0s 342ms/step
38%|███▊ | 4121/10770 [24:09<55:03, 2.01it/s]
1/1 [==============================] - 0s 242ms/step
38%|███▊ | 4122/10770 [24:09<49:08, 2.25it/s]
1/1 [==============================] - 0s 252ms/step
38%|███▊ | 4123/10770 [24:10<45:40, 2.43it/s]
1/1 [==============================] - 0s 250ms/step
38%|███▊ | 4124/10770 [24:10<42:37, 2.60it/s]
1/1 [==============================] - 0s 244ms/step
38%|███▊ | 4125/10770 [24:10<43:22, 2.55it/s]
1/1 [==============================] - 0s 211ms/step
38%|███▊ | 4126/10770 [24:11<39:40, 2.79it/s]
1/1 [==============================] - 0s 257ms/step
38%|███▊ | 4127/10770 [24:11<38:50, 2.85it/s]
1/1 [==============================] - 0s 242ms/step
38%|███▊ | 4128/10770 [24:11<37:31, 2.95it/s]
1/1 [==============================] - 0s 256ms/step
38%|███▊ | 4129/10770 [24:12<37:11, 2.98it/s]
1/1 [==============================] - 0s 251ms/step
38%|███▊ | 4130/10770 [24:12<36:52, 3.00it/s]
1/1 [==============================] - 0s 244ms/step
38%|███▊ | 4131/10770 [24:12<36:24, 3.04it/s]
1/1 [==============================] - 0s 257ms/step
38%|███▊ | 4132/10770 [24:13<36:10, 3.06it/s]
1/1 [==============================] - 0s 245ms/step
38%|███▊ | 4133/10770 [24:13<35:54, 3.08it/s]
1/1 [==============================] - 0s 252ms/step
38%|███▊ | 4134/10770 [24:13<36:09, 3.06it/s]
1/1 [==============================] - 0s 241ms/step
38%|███▊ | 4135/10770 [24:14<35:52, 3.08it/s]
1/1 [==============================] - 0s 256ms/step
38%|███▊ | 4136/10770 [24:14<36:26, 3.03it/s]
1/1 [==============================] - 0s 249ms/step
38%|███▊ | 4137/10770 [24:14<36:15, 3.05it/s]
1/1 [==============================] - 0s 253ms/step
38%|███▊ | 4138/10770 [24:15<36:01, 3.07it/s]
1/1 [==============================] - 0s 263ms/step
38%|███▊ | 4139/10770 [24:15<36:14, 3.05it/s]
1/1 [==============================] - 0s 246ms/step
38%|███▊ | 4140/10770 [24:15<35:42, 3.09it/s]
1/1 [==============================] - 0s 252ms/step
38%|███▊ | 4141/10770 [24:16<35:30, 3.11it/s]
1/1 [==============================] - 0s 270ms/step
38%|███▊ | 4142/10770 [24:16<35:55, 3.08it/s]
1/1 [==============================] - 0s 243ms/step
38%|███▊ | 4143/10770 [24:16<35:41, 3.10it/s]
1/1 [==============================] - 0s 254ms/step
38%|███▊ | 4144/10770 [24:17<35:35, 3.10it/s]
1/1 [==============================] - 0s 254ms/step
38%|███▊ | 4145/10770 [24:17<36:02, 3.06it/s]
1/1 [==============================] - 0s 242ms/step
38%|███▊ | 4146/10770 [24:17<36:16, 3.04it/s]
1/1 [==============================] - 0s 233ms/step
39%|███▊ | 4147/10770 [24:17<35:48, 3.08it/s]
1/1 [==============================] - 0s 264ms/step
39%|███▊ | 4148/10770 [24:18<38:28, 2.87it/s]
1/1 [==============================] - 0s 211ms/step
39%|███▊ | 4149/10770 [24:18<36:27, 3.03it/s]
1/1 [==============================] - 0s 241ms/step
39%|███▊ | 4150/10770 [24:18<36:00, 3.06it/s]
1/1 [==============================] - 0s 250ms/step
39%|███▊ | 4151/10770 [24:19<35:49, 3.08it/s]
1/1 [==============================] - 0s 364ms/step
39%|███▊ | 4152/10770 [24:19<40:00, 2.76it/s]
1/1 [==============================] - 0s 360ms/step
39%|███▊ | 4153/10770 [24:20<42:28, 2.60it/s]
1/1 [==============================] - 0s 421ms/step
39%|███▊ | 4154/10770 [24:20<45:51, 2.40it/s]
1/1 [==============================] - 0s 402ms/step
39%|███▊ | 4155/10770 [24:21<49:56, 2.21it/s]
1/1 [==============================] - 0s 390ms/step
39%|███▊ | 4156/10770 [24:21<52:50, 2.09it/s]
1/1 [==============================] - 0s 406ms/step
39%|███▊ | 4157/10770 [24:22<53:50, 2.05it/s]
1/1 [==============================] - 0s 386ms/step
39%|███▊ | 4158/10770 [24:23<1:01:35, 1.79it/s]
1/1 [==============================] - 0s 389ms/step
39%|███▊ | 4159/10770 [24:23<59:07, 1.86it/s]
1/1 [==============================] - 0s 404ms/step
39%|███▊ | 4160/10770 [24:24<58:24, 1.89it/s]
1/1 [==============================] - 0s 397ms/step
39%|███▊ | 4161/10770 [24:24<57:31, 1.91it/s]
1/1 [==============================] - 0s 266ms/step
39%|███▊ | 4162/10770 [24:24<51:19, 2.15it/s]
1/1 [==============================] - 0s 250ms/step
39%|███▊ | 4163/10770 [24:25<46:19, 2.38it/s]
1/1 [==============================] - 0s 251ms/step
39%|███▊ | 4164/10770 [24:25<43:06, 2.55it/s]
1/1 [==============================] - 0s 273ms/step
39%|███▊ | 4165/10770 [24:25<41:20, 2.66it/s]
1/1 [==============================] - 0s 253ms/step
39%|███▊ | 4166/10770 [24:26<39:38, 2.78it/s]
1/1 [==============================] - 0s 238ms/step
39%|███▊ | 4167/10770 [24:26<38:17, 2.87it/s]
1/1 [==============================] - 0s 258ms/step
39%|███▊ | 4168/10770 [24:26<37:45, 2.91it/s]
1/1 [==============================] - 0s 239ms/step
39%|███▊ | 4169/10770 [24:27<37:26, 2.94it/s]
1/1 [==============================] - 0s 248ms/step
39%|███▊ | 4170/10770 [24:27<36:41, 3.00it/s]
1/1 [==============================] - 0s 243ms/step
39%|███▊ | 4171/10770 [24:27<36:05, 3.05it/s]
1/1 [==============================] - 0s 303ms/step
39%|███▊ | 4172/10770 [24:28<38:33, 2.85it/s]
1/1 [==============================] - 0s 234ms/step
39%|███▊ | 4173/10770 [24:28<36:52, 2.98it/s]
1/1 [==============================] - 0s 252ms/step
39%|███▉ | 4174/10770 [24:28<36:18, 3.03it/s]
1/1 [==============================] - 0s 262ms/step
39%|███▉ | 4175/10770 [24:29<36:24, 3.02it/s]
1/1 [==============================] - 0s 260ms/step
39%|███▉ | 4176/10770 [24:29<36:26, 3.02it/s]
1/1 [==============================] - 0s 250ms/step
39%|███▉ | 4177/10770 [24:29<35:55, 3.06it/s]
1/1 [==============================] - 0s 255ms/step
39%|███▉ | 4178/10770 [24:30<36:27, 3.01it/s]
1/1 [==============================] - 0s 261ms/step
39%|███▉ | 4179/10770 [24:30<36:26, 3.01it/s]
1/1 [==============================] - 0s 261ms/step
39%|███▉ | 4180/10770 [24:30<36:26, 3.01it/s]
1/1 [==============================] - 0s 250ms/step
39%|███▉ | 4181/10770 [24:31<38:44, 2.83it/s]
1/1 [==============================] - 0s 209ms/step
39%|███▉ | 4182/10770 [24:31<36:10, 3.03it/s]
1/1 [==============================] - 0s 238ms/step
39%|███▉ | 4183/10770 [24:31<36:02, 3.05it/s]
1/1 [==============================] - 0s 254ms/step
39%|███▉ | 4184/10770 [24:32<36:00, 3.05it/s]
1/1 [==============================] - 0s 247ms/step
39%|███▉ | 4185/10770 [24:32<35:38, 3.08it/s]
1/1 [==============================] - 0s 236ms/step
39%|███▉ | 4186/10770 [24:32<35:12, 3.12it/s]
1/1 [==============================] - 0s 244ms/step
39%|███▉ | 4187/10770 [24:33<35:08, 3.12it/s]
1/1 [==============================] - 0s 227ms/step
39%|███▉ | 4188/10770 [24:33<35:11, 3.12it/s]
1/1 [==============================] - 0s 234ms/step
39%|███▉ | 4189/10770 [24:33<35:23, 3.10it/s]
1/1 [==============================] - 0s 251ms/step
39%|███▉ | 4190/10770 [24:34<35:46, 3.07it/s]
1/1 [==============================] - 0s 269ms/step
39%|███▉ | 4191/10770 [24:34<36:13, 3.03it/s]
1/1 [==============================] - 0s 371ms/step
39%|███▉ | 4192/10770 [24:34<40:11, 2.73it/s]
1/1 [==============================] - 0s 379ms/step
39%|███▉ | 4193/10770 [24:35<54:21, 2.02it/s]
1/1 [==============================] - 0s 369ms/step
39%|███▉ | 4194/10770 [24:36<52:27, 2.09it/s]
1/1 [==============================] - 0s 407ms/step
39%|███▉ | 4195/10770 [24:36<53:57, 2.03it/s]
1/1 [==============================] - 0s 390ms/step
39%|███▉ | 4196/10770 [24:37<54:46, 2.00it/s]
1/1 [==============================] - 0s 395ms/step
39%|███▉ | 4197/10770 [24:37<53:59, 2.03it/s]
1/1 [==============================] - 0s 419ms/step
39%|███▉ | 4198/10770 [24:38<54:41, 2.00it/s]
1/1 [==============================] - 0s 419ms/step
39%|███▉ | 4199/10770 [24:38<55:51, 1.96it/s]
1/1 [==============================] - 0s 392ms/step
39%|███▉ | 4200/10770 [24:39<1:05:01, 1.68it/s]
1/1 [==============================] - 0s 210ms/step
39%|███▉ | 4201/10770 [24:39<54:41, 2.00it/s]
1/1 [==============================] - 0s 248ms/step
39%|███▉ | 4202/10770 [24:40<48:52, 2.24it/s]
1/1 [==============================] - 0s 255ms/step
39%|███▉ | 4203/10770 [24:40<45:10, 2.42it/s]
1/1 [==============================] - 0s 273ms/step
39%|███▉ | 4204/10770 [24:40<42:48, 2.56it/s]
1/1 [==============================] - 0s 256ms/step
39%|███▉ | 4205/10770 [24:41<40:46, 2.68it/s]
1/1 [==============================] - 0s 245ms/step
39%|███▉ | 4206/10770 [24:41<39:22, 2.78it/s]
1/1 [==============================] - 0s 268ms/step
39%|███▉ | 4207/10770 [24:41<40:41, 2.69it/s]
1/1 [==============================] - 0s 209ms/step
39%|███▉ | 4208/10770 [24:42<37:40, 2.90it/s]
1/1 [==============================] - 0s 252ms/step
39%|███▉ | 4209/10770 [24:42<37:07, 2.94it/s]
1/1 [==============================] - 0s 266ms/step
39%|███▉ | 4210/10770 [24:42<37:02, 2.95it/s]
1/1 [==============================] - 0s 236ms/step
39%|███▉ | 4211/10770 [24:43<36:39, 2.98it/s]
1/1 [==============================] - 0s 252ms/step
39%|███▉ | 4212/10770 [24:43<36:23, 3.00it/s]
1/1 [==============================] - 0s 256ms/step
39%|███▉ | 4213/10770 [24:43<36:26, 3.00it/s]
1/1 [==============================] - 0s 247ms/step
39%|███▉ | 4214/10770 [24:44<36:21, 3.01it/s]
1/1 [==============================] - 0s 250ms/step
39%|███▉ | 4215/10770 [24:44<36:04, 3.03it/s]
1/1 [==============================] - 0s 242ms/step
39%|███▉ | 4216/10770 [24:44<35:25, 3.08it/s]
1/1 [==============================] - 0s 282ms/step
39%|███▉ | 4217/10770 [24:45<36:39, 2.98it/s]
1/1 [==============================] - 0s 272ms/step
39%|███▉ | 4218/10770 [24:45<36:49, 2.97it/s]
1/1 [==============================] - 0s 246ms/step
39%|███▉ | 4219/10770 [24:45<36:06, 3.02it/s]
1/1 [==============================] - 0s 257ms/step
39%|███▉ | 4220/10770 [24:46<36:25, 3.00it/s]
1/1 [==============================] - 0s 246ms/step
39%|███▉ | 4221/10770 [24:46<36:07, 3.02it/s]
1/1 [==============================] - 0s 241ms/step
39%|███▉ | 4222/10770 [24:46<35:54, 3.04it/s]
1/1 [==============================] - 0s 267ms/step
39%|███▉ | 4223/10770 [24:47<36:36, 2.98it/s]
1/1 [==============================] - 0s 251ms/step
39%|███▉ | 4224/10770 [24:47<36:10, 3.02it/s]
1/1 [==============================] - 0s 249ms/step
39%|███▉ | 4225/10770 [24:47<35:48, 3.05it/s]
1/1 [==============================] - 0s 272ms/step
39%|███▉ | 4226/10770 [24:48<36:17, 3.01it/s]
1/1 [==============================] - 0s 241ms/step
39%|███▉ | 4227/10770 [24:48<35:45, 3.05it/s]
1/1 [==============================] - 0s 267ms/step
39%|███▉ | 4228/10770 [24:48<36:17, 3.00it/s]
1/1 [==============================] - 0s 264ms/step
39%|███▉ | 4229/10770 [24:49<37:01, 2.94it/s]
1/1 [==============================] - 0s 247ms/step
39%|███▉ | 4230/10770 [24:49<36:25, 2.99it/s]
1/1 [==============================] - 0s 347ms/step
39%|███▉ | 4231/10770 [24:49<40:48, 2.67it/s]
1/1 [==============================] - 0s 377ms/step
39%|███▉ | 4232/10770 [24:50<53:28, 2.04it/s]
1/1 [==============================] - 0s 352ms/step
39%|███▉ | 4233/10770 [24:51<52:29, 2.08it/s]
1/1 [==============================] - 0s 396ms/step
39%|███▉ | 4234/10770 [24:51<53:04, 2.05it/s]
1/1 [==============================] - 0s 398ms/step
39%|███▉ | 4235/10770 [24:52<54:14, 2.01it/s]
1/1 [==============================] - 0s 388ms/step
39%|███▉ | 4236/10770 [24:52<54:51, 1.99it/s]
1/1 [==============================] - 0s 419ms/step
39%|███▉ | 4237/10770 [24:53<55:32, 1.96it/s]
1/1 [==============================] - 0s 392ms/step
39%|███▉ | 4238/10770 [24:53<55:41, 1.96it/s]
1/1 [==============================] - 0s 409ms/step
39%|███▉ | 4239/10770 [24:54<56:22, 1.93it/s]
1/1 [==============================] - 0s 325ms/step
39%|███▉ | 4240/10770 [24:54<53:07, 2.05it/s]
1/1 [==============================] - 0s 248ms/step
39%|███▉ | 4241/10770 [24:54<47:39, 2.28it/s]
1/1 [==============================] - 0s 243ms/step
39%|███▉ | 4242/10770 [24:55<43:54, 2.48it/s]
1/1 [==============================] - 0s 270ms/step
39%|███▉ | 4243/10770 [24:55<41:44, 2.61it/s]
1/1 [==============================] - 0s 240ms/step
39%|███▉ | 4244/10770 [24:55<39:50, 2.73it/s]
1/1 [==============================] - 0s 247ms/step
39%|███▉ | 4245/10770 [24:56<38:21, 2.84it/s]
1/1 [==============================] - 0s 270ms/step
39%|███▉ | 4246/10770 [24:56<38:03, 2.86it/s]
1/1 [==============================] - 0s 252ms/step
39%|███▉ | 4247/10770 [24:56<37:18, 2.91it/s]
1/1 [==============================] - 0s 243ms/step
39%|███▉ | 4248/10770 [24:57<36:44, 2.96it/s]
1/1 [==============================] - 0s 267ms/step
39%|███▉ | 4249/10770 [24:57<38:49, 2.80it/s]
1/1 [==============================] - 0s 204ms/step
39%|███▉ | 4250/10770 [24:57<36:03, 3.01it/s]
1/1 [==============================] - 0s 289ms/step
39%|███▉ | 4251/10770 [24:58<36:58, 2.94it/s]
1/1 [==============================] - 0s 282ms/step
39%|███▉ | 4252/10770 [24:58<37:23, 2.91it/s]
1/1 [==============================] - 0s 255ms/step
39%|███▉ | 4253/10770 [24:58<36:42, 2.96it/s]
1/1 [==============================] - 0s 245ms/step
39%|███▉ | 4254/10770 [24:59<36:00, 3.02it/s]
1/1 [==============================] - 0s 268ms/step
40%|███▉ | 4255/10770 [24:59<36:48, 2.95it/s]
1/1 [==============================] - 0s 318ms/step
40%|███▉ | 4256/10770 [25:00<49:11, 2.21it/s]
1/1 [==============================] - 0s 261ms/step
40%|███▉ | 4257/10770 [25:00<46:15, 2.35it/s]
1/1 [==============================] - 0s 261ms/step
40%|███▉ | 4258/10770 [25:00<43:11, 2.51it/s]
1/1 [==============================] - 0s 274ms/step
40%|███▉ | 4259/10770 [25:01<41:38, 2.61it/s]
1/1 [==============================] - 0s 278ms/step
40%|███▉ | 4260/10770 [25:01<40:50, 2.66it/s]
1/1 [==============================] - 0s 259ms/step
40%|███▉ | 4261/10770 [25:02<39:39, 2.74it/s]
1/1 [==============================] - 0s 256ms/step
40%|███▉ | 4262/10770 [25:02<41:23, 2.62it/s]
1/1 [==============================] - 0s 229ms/step
40%|███▉ | 4263/10770 [25:02<38:57, 2.78it/s]
1/1 [==============================] - 0s 252ms/step
40%|███▉ | 4264/10770 [25:03<38:13, 2.84it/s]
1/1 [==============================] - 0s 268ms/step
40%|███▉ | 4265/10770 [25:03<38:03, 2.85it/s]
1/1 [==============================] - 0s 274ms/step
40%|███▉ | 4266/10770 [25:03<38:24, 2.82it/s]
1/1 [==============================] - 0s 232ms/step
40%|███▉ | 4267/10770 [25:04<37:55, 2.86it/s]
1/1 [==============================] - 0s 339ms/step
40%|███▉ | 4268/10770 [25:04<40:55, 2.65it/s]
1/1 [==============================] - 0s 390ms/step
40%|███▉ | 4269/10770 [25:05<45:07, 2.40it/s]
1/1 [==============================] - 0s 429ms/step
40%|███▉ | 4270/10770 [25:05<49:48, 2.18it/s]
1/1 [==============================] - 0s 429ms/step
40%|███▉ | 4271/10770 [25:06<1:01:01, 1.77it/s]
1/1 [==============================] - 0s 396ms/step
40%|███▉ | 4272/10770 [25:06<58:15, 1.86it/s]
1/1 [==============================] - 0s 377ms/step
40%|███▉ | 4273/10770 [25:07<57:07, 1.90it/s]
1/1 [==============================] - 1s 606ms/step
40%|███▉ | 4274/10770 [25:08<1:05:47, 1.65it/s]
1/1 [==============================] - 0s 391ms/step
40%|███▉ | 4275/10770 [25:08<1:02:39, 1.73it/s]
1/1 [==============================] - 0s 453ms/step
40%|███▉ | 4276/10770 [25:09<1:02:17, 1.74it/s]
1/1 [==============================] - 0s 314ms/step
40%|███▉ | 4277/10770 [25:09<58:01, 1.87it/s]
1/1 [==============================] - 0s 256ms/step
40%|███▉ | 4278/10770 [25:10<52:08, 2.08it/s]
1/1 [==============================] - 0s 262ms/step
40%|███▉ | 4279/10770 [25:10<47:31, 2.28it/s]
1/1 [==============================] - 0s 239ms/step
40%|███▉ | 4280/10770 [25:10<43:50, 2.47it/s]
1/1 [==============================] - 0s 283ms/step
40%|███▉ | 4281/10770 [25:11<42:23, 2.55it/s]
1/1 [==============================] - 0s 262ms/step
40%|███▉ | 4282/10770 [25:11<40:48, 2.65it/s]
1/1 [==============================] - 0s 247ms/step
40%|███▉ | 4283/10770 [25:11<39:06, 2.76it/s]
1/1 [==============================] - 0s 276ms/step
40%|███▉ | 4284/10770 [25:12<38:39, 2.80it/s]
1/1 [==============================] - 0s 272ms/step
40%|███▉ | 4285/10770 [25:12<38:11, 2.83it/s]
1/1 [==============================] - 0s 258ms/step
40%|███▉ | 4286/10770 [25:12<37:38, 2.87it/s]
1/1 [==============================] - 0s 267ms/step
40%|███▉ | 4287/10770 [25:13<37:31, 2.88it/s]
1/1 [==============================] - 0s 261ms/step
40%|███▉ | 4288/10770 [25:13<37:51, 2.85it/s]
1/1 [==============================] - 0s 257ms/step
40%|███▉ | 4289/10770 [25:13<40:57, 2.64it/s]
1/1 [==============================] - 0s 228ms/step
40%|███▉ | 4290/10770 [25:14<38:30, 2.80it/s]
1/1 [==============================] - 0s 252ms/step
40%|███▉ | 4291/10770 [25:14<38:26, 2.81it/s]
1/1 [==============================] - 0s 254ms/step
40%|███▉ | 4292/10770 [25:14<37:48, 2.86it/s]
1/1 [==============================] - 0s 274ms/step
40%|███▉ | 4293/10770 [25:15<38:19, 2.82it/s]
1/1 [==============================] - 0s 246ms/step
40%|███▉ | 4294/10770 [25:15<38:00, 2.84it/s]
1/1 [==============================] - 0s 252ms/step
40%|███▉ | 4295/10770 [25:16<40:41, 2.65it/s]
1/1 [==============================] - 0s 233ms/step
40%|███▉ | 4296/10770 [25:16<38:53, 2.77it/s]
1/1 [==============================] - 0s 245ms/step
40%|███▉ | 4297/10770 [25:16<37:54, 2.85it/s]
1/1 [==============================] - 0s 262ms/step
40%|███▉ | 4298/10770 [25:17<37:32, 2.87it/s]
1/1 [==============================] - 0s 265ms/step
40%|███▉ | 4299/10770 [25:17<38:23, 2.81it/s]
1/1 [==============================] - 0s 252ms/step
40%|███▉ | 4300/10770 [25:17<40:54, 2.64it/s]
1/1 [==============================] - 0s 211ms/step
40%|███▉ | 4301/10770 [25:18<37:56, 2.84it/s]
1/1 [==============================] - 0s 271ms/step
40%|███▉ | 4302/10770 [25:18<38:06, 2.83it/s]
1/1 [==============================] - 0s 263ms/step
40%|███▉ | 4303/10770 [25:18<37:46, 2.85it/s]
1/1 [==============================] - 0s 244ms/step
40%|███▉ | 4304/10770 [25:19<37:06, 2.90it/s]
1/1 [==============================] - 0s 270ms/step
40%|███▉ | 4305/10770 [25:19<37:42, 2.86it/s]
1/1 [==============================] - 0s 410ms/step
40%|███▉ | 4306/10770 [25:20<43:43, 2.46it/s]
1/1 [==============================] - 0s 407ms/step
40%|███▉ | 4307/10770 [25:20<46:57, 2.29it/s]
1/1 [==============================] - 0s 431ms/step
40%|████ | 4308/10770 [25:21<50:56, 2.11it/s]
1/1 [==============================] - 0s 432ms/step
40%|████ | 4309/10770 [25:21<53:53, 2.00it/s]
1/1 [==============================] - 0s 401ms/step
40%|████ | 4310/10770 [25:22<55:29, 1.94it/s]
1/1 [==============================] - 0s 455ms/step
40%|████ | 4311/10770 [25:22<57:50, 1.86it/s]
1/1 [==============================] - 0s 433ms/step
40%|████ | 4312/10770 [25:23<1:05:48, 1.64it/s]
1/1 [==============================] - 0s 370ms/step
40%|████ | 4313/10770 [25:24<1:01:32, 1.75it/s]
1/1 [==============================] - 0s 342ms/step
40%|████ | 4314/10770 [25:24<57:48, 1.86it/s]
1/1 [==============================] - 0s 264ms/step
40%|████ | 4315/10770 [25:24<51:54, 2.07it/s]
1/1 [==============================] - 0s 245ms/step
40%|████ | 4316/10770 [25:25<47:13, 2.28it/s]
1/1 [==============================] - 0s 242ms/step
40%|████ | 4317/10770 [25:25<43:34, 2.47it/s]
1/1 [==============================] - 0s 256ms/step
40%|████ | 4318/10770 [25:26<42:03, 2.56it/s]
1/1 [==============================] - 0s 247ms/step
40%|████ | 4319/10770 [25:26<39:59, 2.69it/s]
1/1 [==============================] - 0s 251ms/step
40%|████ | 4320/10770 [25:26<38:41, 2.78it/s]
1/1 [==============================] - 0s 254ms/step
40%|████ | 4321/10770 [25:27<38:31, 2.79it/s]
1/1 [==============================] - 0s 257ms/step
40%|████ | 4322/10770 [25:27<37:51, 2.84it/s]
1/1 [==============================] - 0s 263ms/step
40%|████ | 4323/10770 [25:27<37:28, 2.87it/s]
1/1 [==============================] - 0s 256ms/step
40%|████ | 4324/10770 [25:28<37:11, 2.89it/s]
1/1 [==============================] - 0s 290ms/step
40%|████ | 4325/10770 [25:28<37:51, 2.84it/s]
1/1 [==============================] - 0s 258ms/step
40%|████ | 4326/10770 [25:28<37:17, 2.88it/s]
1/1 [==============================] - 0s 260ms/step
40%|████ | 4327/10770 [25:29<37:19, 2.88it/s]
1/1 [==============================] - 0s 243ms/step
40%|████ | 4328/10770 [25:29<39:47, 2.70it/s]
1/1 [==============================] - 0s 218ms/step
40%|████ | 4329/10770 [25:29<37:19, 2.88it/s]
1/1 [==============================] - 0s 269ms/step
40%|████ | 4330/10770 [25:30<37:17, 2.88it/s]
1/1 [==============================] - 0s 256ms/step
40%|████ | 4331/10770 [25:30<36:48, 2.91it/s]
1/1 [==============================] - 0s 242ms/step
40%|████ | 4332/10770 [25:30<37:00, 2.90it/s]
1/1 [==============================] - 0s 261ms/step
40%|████ | 4333/10770 [25:31<36:51, 2.91it/s]
1/1 [==============================] - 0s 257ms/step
40%|████ | 4334/10770 [25:31<36:23, 2.95it/s]
1/1 [==============================] - 0s 261ms/step
40%|████ | 4335/10770 [25:31<36:22, 2.95it/s]
1/1 [==============================] - 0s 259ms/step
40%|████ | 4336/10770 [25:32<36:31, 2.94it/s]
1/1 [==============================] - 0s 276ms/step
40%|████ | 4337/10770 [25:32<36:59, 2.90it/s]
1/1 [==============================] - 0s 255ms/step
40%|████ | 4338/10770 [25:32<36:42, 2.92it/s]
1/1 [==============================] - 0s 269ms/step
40%|████ | 4339/10770 [25:33<37:04, 2.89it/s]
1/1 [==============================] - 0s 244ms/step
40%|████ | 4340/10770 [25:33<36:45, 2.92it/s]
1/1 [==============================] - 0s 260ms/step
40%|████ | 4341/10770 [25:33<37:01, 2.89it/s]
1/1 [==============================] - 0s 257ms/step
40%|████ | 4342/10770 [25:34<36:37, 2.92it/s]
1/1 [==============================] - 0s 279ms/step
40%|████ | 4343/10770 [25:34<39:44, 2.70it/s]
1/1 [==============================] - 0s 375ms/step
40%|████ | 4344/10770 [25:35<52:42, 2.03it/s]
1/1 [==============================] - 0s 385ms/step
40%|████ | 4345/10770 [25:35<51:46, 2.07it/s]
1/1 [==============================] - 0s 432ms/step
40%|████ | 4346/10770 [25:36<53:34, 2.00it/s]
1/1 [==============================] - 0s 372ms/step
40%|████ | 4347/10770 [25:37<1:02:07, 1.72it/s]
1/1 [==============================] - 0s 361ms/step
40%|████ | 4348/10770 [25:37<58:34, 1.83it/s]
1/1 [==============================] - 0s 386ms/step
40%|████ | 4349/10770 [25:38<57:59, 1.85it/s]
1/1 [==============================] - 0s 408ms/step
40%|████ | 4350/10770 [25:39<1:05:10, 1.64it/s]
1/1 [==============================] - 0s 207ms/step
40%|████ | 4351/10770 [25:39<54:59, 1.95it/s]
1/1 [==============================] - 0s 271ms/step
40%|████ | 4352/10770 [25:39<49:38, 2.15it/s]
1/1 [==============================] - 0s 236ms/step
40%|████ | 4353/10770 [25:39<45:14, 2.36it/s]
1/1 [==============================] - 0s 227ms/step
40%|████ | 4354/10770 [25:40<42:32, 2.51it/s]
1/1 [==============================] - 0s 256ms/step
40%|████ | 4355/10770 [25:40<43:05, 2.48it/s]
1/1 [==============================] - 0s 205ms/step
40%|████ | 4356/10770 [25:41<38:58, 2.74it/s]
1/1 [==============================] - 0s 255ms/step
40%|████ | 4357/10770 [25:41<37:56, 2.82it/s]
1/1 [==============================] - 0s 269ms/step
40%|████ | 4358/10770 [25:41<37:26, 2.85it/s]
1/1 [==============================] - 0s 254ms/step
40%|████ | 4359/10770 [25:42<36:51, 2.90it/s]
1/1 [==============================] - 0s 257ms/step
40%|████ | 4360/10770 [25:42<36:25, 2.93it/s]
1/1 [==============================] - 0s 268ms/step
40%|████ | 4361/10770 [25:42<38:58, 2.74it/s]
1/1 [==============================] - 0s 208ms/step
41%|████ | 4362/10770 [25:43<36:16, 2.94it/s]
1/1 [==============================] - 0s 268ms/step
41%|████ | 4363/10770 [25:43<36:13, 2.95it/s]
1/1 [==============================] - 0s 260ms/step
41%|████ | 4364/10770 [25:43<36:03, 2.96it/s]
1/1 [==============================] - 0s 252ms/step
41%|████ | 4365/10770 [25:44<36:21, 2.94it/s]
1/1 [==============================] - 0s 243ms/step
41%|████ | 4366/10770 [25:44<36:07, 2.95it/s]
1/1 [==============================] - 0s 266ms/step
41%|████ | 4367/10770 [25:44<36:06, 2.95it/s]
1/1 [==============================] - 0s 259ms/step
41%|████ | 4368/10770 [25:45<35:51, 2.98it/s]
1/1 [==============================] - 0s 252ms/step
41%|████ | 4369/10770 [25:45<35:41, 2.99it/s]
1/1 [==============================] - 0s 266ms/step
41%|████ | 4370/10770 [25:45<37:57, 2.81it/s]
1/1 [==============================] - 0s 204ms/step
41%|████ | 4371/10770 [25:46<35:18, 3.02it/s]
1/1 [==============================] - 0s 261ms/step
41%|████ | 4372/10770 [25:46<35:18, 3.02it/s]
1/1 [==============================] - 0s 271ms/step
41%|████ | 4373/10770 [25:46<35:53, 2.97it/s]
1/1 [==============================] - 0s 267ms/step
41%|████ | 4374/10770 [25:47<36:01, 2.96it/s]
1/1 [==============================] - 0s 259ms/step
41%|████ | 4375/10770 [25:47<36:05, 2.95it/s]
1/1 [==============================] - 0s 274ms/step
41%|████ | 4376/10770 [25:47<37:15, 2.86it/s]
1/1 [==============================] - 0s 256ms/step
41%|████ | 4377/10770 [25:48<36:48, 2.89it/s]
1/1 [==============================] - 0s 264ms/step
41%|████ | 4378/10770 [25:48<36:41, 2.90it/s]
1/1 [==============================] - 0s 263ms/step
41%|████ | 4379/10770 [25:48<36:39, 2.91it/s]
1/1 [==============================] - 0s 338ms/step
41%|████ | 4380/10770 [25:49<39:01, 2.73it/s]
1/1 [==============================] - 0s 380ms/step
41%|████ | 4381/10770 [25:49<43:02, 2.47it/s]
1/1 [==============================] - 0s 438ms/step
41%|████ | 4382/10770 [25:50<48:59, 2.17it/s]
1/1 [==============================] - 0s 416ms/step
41%|████ | 4383/10770 [25:51<59:14, 1.80it/s]
1/1 [==============================] - 0s 363ms/step
41%|████ | 4384/10770 [25:51<55:50, 1.91it/s]
1/1 [==============================] - 0s 457ms/step
41%|████ | 4385/10770 [25:52<57:16, 1.86it/s]
1/1 [==============================] - 0s 384ms/step
41%|████ | 4386/10770 [25:52<56:28, 1.88it/s]
1/1 [==============================] - 0s 409ms/step
41%|████ | 4387/10770 [25:53<57:27, 1.85it/s]
1/1 [==============================] - 0s 424ms/step
41%|████ | 4388/10770 [25:54<1:05:46, 1.62it/s]
1/1 [==============================] - 1s 518ms/step
41%|████ | 4389/10770 [25:54<1:07:09, 1.58it/s]
1/1 [==============================] - 0s 234ms/step
41%|████ | 4390/10770 [25:55<58:45, 1.81it/s]
1/1 [==============================] - 0s 269ms/step
41%|████ | 4391/10770 [25:55<52:05, 2.04it/s]
1/1 [==============================] - 0s 219ms/step
41%|████ | 4392/10770 [25:55<46:45, 2.27it/s]
1/1 [==============================] - 0s 258ms/step
41%|████ | 4393/10770 [25:56<43:15, 2.46it/s]
1/1 [==============================] - 0s 265ms/step
41%|████ | 4394/10770 [25:56<41:04, 2.59it/s]
1/1 [==============================] - 0s 268ms/step
41%|████ | 4395/10770 [25:56<39:21, 2.70it/s]
1/1 [==============================] - 0s 247ms/step
41%|████ | 4396/10770 [25:57<37:30, 2.83it/s]
1/1 [==============================] - 0s 277ms/step
41%|████ | 4397/10770 [25:57<37:12, 2.85it/s]
1/1 [==============================] - 0s 247ms/step
41%|████ | 4398/10770 [25:57<36:43, 2.89it/s]
1/1 [==============================] - 0s 256ms/step
41%|████ | 4399/10770 [25:58<36:15, 2.93it/s]
1/1 [==============================] - 0s 313ms/step
41%|████ | 4400/10770 [25:58<37:40, 2.82it/s]
1/1 [==============================] - 0s 243ms/step
41%|████ | 4401/10770 [25:58<36:58, 2.87it/s]
1/1 [==============================] - 0s 246ms/step
41%|████ | 4402/10770 [25:59<35:53, 2.96it/s]
1/1 [==============================] - 0s 275ms/step
41%|████ | 4403/10770 [25:59<36:13, 2.93it/s]
1/1 [==============================] - 0s 253ms/step
41%|████ | 4404/10770 [25:59<35:54, 2.95it/s]
1/1 [==============================] - 0s 253ms/step
41%|████ | 4405/10770 [26:00<35:25, 2.99it/s]
1/1 [==============================] - 0s 258ms/step
41%|████ | 4406/10770 [26:00<35:14, 3.01it/s]
1/1 [==============================] - 0s 257ms/step
41%|████ | 4407/10770 [26:00<35:31, 2.98it/s]
1/1 [==============================] - 0s 255ms/step
41%|████ | 4408/10770 [26:01<35:21, 3.00it/s]
1/1 [==============================] - 0s 260ms/step
41%|████ | 4409/10770 [26:01<35:48, 2.96it/s]
1/1 [==============================] - 0s 253ms/step
41%|████ | 4410/10770 [26:01<35:54, 2.95it/s]
1/1 [==============================] - 0s 260ms/step
41%|████ | 4411/10770 [26:02<35:46, 2.96it/s]
1/1 [==============================] - 0s 256ms/step
41%|████ | 4412/10770 [26:02<35:18, 3.00it/s]
1/1 [==============================] - 0s 270ms/step
41%|████ | 4413/10770 [26:02<35:33, 2.98it/s]
1/1 [==============================] - 0s 249ms/step
41%|████ | 4414/10770 [26:03<35:07, 3.02it/s]
1/1 [==============================] - 0s 253ms/step
41%|████ | 4415/10770 [26:03<35:01, 3.02it/s]
1/1 [==============================] - 0s 278ms/step
41%|████ | 4416/10770 [26:03<35:37, 2.97it/s]
1/1 [==============================] - 0s 294ms/step
41%|████ | 4417/10770 [26:04<36:36, 2.89it/s]
1/1 [==============================] - 0s 397ms/step
41%|████ | 4418/10770 [26:04<50:41, 2.09it/s]
1/1 [==============================] - 0s 351ms/step
41%|████ | 4419/10770 [26:05<49:34, 2.14it/s]
1/1 [==============================] - 0s 432ms/step
41%|████ | 4420/10770 [26:05<52:33, 2.01it/s]
1/1 [==============================] - 0s 388ms/step
41%|████ | 4421/10770 [26:06<52:40, 2.01it/s]
1/1 [==============================] - 0s 401ms/step
41%|████ | 4422/10770 [26:06<53:34, 1.97it/s]
1/1 [==============================] - 0s 370ms/step
41%|████ | 4423/10770 [26:07<51:45, 2.04it/s]
1/1 [==============================] - 0s 360ms/step
41%|████ | 4424/10770 [26:07<49:41, 2.13it/s]
1/1 [==============================] - 0s 370ms/step
41%|████ | 4425/10770 [26:08<49:28, 2.14it/s]
1/1 [==============================] - 0s 384ms/step
41%|████ | 4426/10770 [26:09<59:36, 1.77it/s]
1/1 [==============================] - 0s 230ms/step
41%|████ | 4427/10770 [26:09<51:53, 2.04it/s]
1/1 [==============================] - 0s 258ms/step
41%|████ | 4428/10770 [26:09<46:44, 2.26it/s]
1/1 [==============================] - 0s 257ms/step
41%|████ | 4429/10770 [26:10<43:14, 2.44it/s]
1/1 [==============================] - 0s 276ms/step
41%|████ | 4430/10770 [26:10<41:16, 2.56it/s]
1/1 [==============================] - 0s 234ms/step
41%|████ | 4431/10770 [26:10<39:25, 2.68it/s]
1/1 [==============================] - 0s 255ms/step
41%|████ | 4432/10770 [26:11<38:11, 2.77it/s]
1/1 [==============================] - 0s 248ms/step
41%|████ | 4433/10770 [26:11<37:06, 2.85it/s]
1/1 [==============================] - 0s 258ms/step
41%|████ | 4434/10770 [26:11<36:17, 2.91it/s]
1/1 [==============================] - 0s 270ms/step
41%|████ | 4435/10770 [26:12<36:10, 2.92it/s]
1/1 [==============================] - 0s 265ms/step
41%|████ | 4436/10770 [26:12<36:06, 2.92it/s]
1/1 [==============================] - 0s 261ms/step
41%|████ | 4437/10770 [26:12<35:37, 2.96it/s]
1/1 [==============================] - 0s 250ms/step
41%|████ | 4438/10770 [26:13<35:18, 2.99it/s]
1/1 [==============================] - 0s 263ms/step
41%|████ | 4439/10770 [26:13<35:34, 2.97it/s]
1/1 [==============================] - 0s 248ms/step
41%|████ | 4440/10770 [26:13<35:16, 2.99it/s]
1/1 [==============================] - 0s 257ms/step
41%|████ | 4441/10770 [26:14<35:01, 3.01it/s]
1/1 [==============================] - 0s 233ms/step
41%|████ | 4442/10770 [26:14<35:49, 2.94it/s]
1/1 [==============================] - 0s 256ms/step
41%|████▏ | 4443/10770 [26:14<35:24, 2.98it/s]
1/1 [==============================] - 0s 254ms/step
41%|████▏ | 4444/10770 [26:15<35:00, 3.01it/s]
1/1 [==============================] - 0s 275ms/step
41%|████▏ | 4445/10770 [26:15<35:19, 2.98it/s]
1/1 [==============================] - 0s 256ms/step
41%|████▏ | 4446/10770 [26:15<35:02, 3.01it/s]
1/1 [==============================] - 0s 247ms/step
41%|████▏ | 4447/10770 [26:16<34:37, 3.04it/s]
1/1 [==============================] - 0s 266ms/step
41%|████▏ | 4448/10770 [26:16<35:14, 2.99it/s]
1/1 [==============================] - 0s 258ms/step
41%|████▏ | 4449/10770 [26:16<35:11, 2.99it/s]
1/1 [==============================] - 0s 259ms/step
41%|████▏ | 4450/10770 [26:17<34:54, 3.02it/s]
1/1 [==============================] - 0s 269ms/step
41%|████▏ | 4451/10770 [26:17<35:22, 2.98it/s]
1/1 [==============================] - 0s 256ms/step
41%|████▏ | 4452/10770 [26:17<35:24, 2.97it/s]
1/1 [==============================] - 0s 259ms/step
41%|████▏ | 4453/10770 [26:18<35:32, 2.96it/s]
1/1 [==============================] - 0s 267ms/step
41%|████▏ | 4454/10770 [26:18<35:46, 2.94it/s]
1/1 [==============================] - 0s 255ms/step
41%|████▏ | 4455/10770 [26:18<35:29, 2.97it/s]
1/1 [==============================] - 0s 245ms/step
41%|████▏ | 4456/10770 [26:19<35:01, 3.00it/s]
1/1 [==============================] - 0s 340ms/step
41%|████▏ | 4457/10770 [26:19<37:38, 2.80it/s]
1/1 [==============================] - 0s 383ms/step
41%|████▏ | 4458/10770 [26:19<41:32, 2.53it/s]
1/1 [==============================] - 0s 379ms/step
41%|████▏ | 4459/10770 [26:20<44:08, 2.38it/s]
1/1 [==============================] - 0s 384ms/step
41%|████▏ | 4460/10770 [26:20<46:38, 2.25it/s]
1/1 [==============================] - 0s 434ms/step
41%|████▏ | 4461/10770 [26:21<49:56, 2.11it/s]
1/1 [==============================] - 0s 406ms/step
41%|████▏ | 4462/10770 [26:22<59:59, 1.75it/s]
1/1 [==============================] - 0s 382ms/step
41%|████▏ | 4463/10770 [26:23<1:05:36, 1.60it/s]
1/1 [==============================] - 0s 386ms/step
41%|████▏ | 4464/10770 [26:23<1:02:06, 1.69it/s]
1/1 [==============================] - 0s 421ms/step
41%|████▏ | 4465/10770 [26:24<1:00:29, 1.74it/s]
1/1 [==============================] - 0s 253ms/step
41%|████▏ | 4466/10770 [26:24<52:30, 2.00it/s]
1/1 [==============================] - 0s 263ms/step
41%|████▏ | 4467/10770 [26:24<47:07, 2.23it/s]
1/1 [==============================] - 0s 255ms/step
41%|████▏ | 4468/10770 [26:25<43:49, 2.40it/s]
1/1 [==============================] - 0s 258ms/step
41%|████▏ | 4469/10770 [26:25<40:58, 2.56it/s]
1/1 [==============================] - 0s 250ms/step
42%|████▏ | 4470/10770 [26:25<38:49, 2.70it/s]
1/1 [==============================] - 0s 246ms/step
42%|████▏ | 4471/10770 [26:26<37:57, 2.77it/s]
1/1 [==============================] - 0s 250ms/step
42%|████▏ | 4472/10770 [26:26<36:53, 2.84it/s]
1/1 [==============================] - 0s 236ms/step
42%|████▏ | 4473/10770 [26:26<35:52, 2.93it/s]
1/1 [==============================] - 0s 272ms/step
42%|████▏ | 4474/10770 [26:27<35:57, 2.92it/s]
1/1 [==============================] - 0s 243ms/step
42%|████▏ | 4475/10770 [26:27<35:51, 2.93it/s]
1/1 [==============================] - 0s 253ms/step
42%|████▏ | 4476/10770 [26:27<35:29, 2.96it/s]
1/1 [==============================] - 0s 261ms/step
42%|████▏ | 4477/10770 [26:28<35:53, 2.92it/s]
1/1 [==============================] - 0s 293ms/step
42%|████▏ | 4478/10770 [26:28<36:41, 2.86it/s]
1/1 [==============================] - 0s 259ms/step
42%|████▏ | 4479/10770 [26:28<36:02, 2.91it/s]
1/1 [==============================] - 0s 268ms/step
42%|████▏ | 4480/10770 [26:29<35:49, 2.93it/s]
1/1 [==============================] - 0s 266ms/step
42%|████▏ | 4481/10770 [26:29<35:37, 2.94it/s]
1/1 [==============================] - 0s 241ms/step
42%|████▏ | 4482/10770 [26:29<35:04, 2.99it/s]
1/1 [==============================] - 0s 266ms/step
42%|████▏ | 4483/10770 [26:30<35:18, 2.97it/s]
1/1 [==============================] - 0s 260ms/step
42%|████▏ | 4484/10770 [26:30<35:06, 2.98it/s]
1/1 [==============================] - 0s 258ms/step
42%|████▏ | 4485/10770 [26:30<37:04, 2.83it/s]
1/1 [==============================] - 0s 224ms/step
42%|████▏ | 4486/10770 [26:31<38:37, 2.71it/s]
1/1 [==============================] - 0s 206ms/step
42%|████▏ | 4487/10770 [26:31<35:56, 2.91it/s]
1/1 [==============================] - 0s 256ms/step
42%|████▏ | 4488/10770 [26:31<35:31, 2.95it/s]
1/1 [==============================] - 0s 266ms/step
42%|████▏ | 4489/10770 [26:32<35:31, 2.95it/s]
1/1 [==============================] - 0s 263ms/step
42%|████▏ | 4490/10770 [26:32<35:14, 2.97it/s]
1/1 [==============================] - 0s 256ms/step
42%|████▏ | 4491/10770 [26:32<35:05, 2.98it/s]
1/1 [==============================] - 0s 263ms/step
42%|████▏ | 4492/10770 [26:33<35:02, 2.99it/s]
1/1 [==============================] - 0s 256ms/step
42%|████▏ | 4493/10770 [26:33<34:44, 3.01it/s]
1/1 [==============================] - 0s 265ms/step
42%|████▏ | 4494/10770 [26:33<34:52, 3.00it/s]
1/1 [==============================] - 0s 391ms/step
42%|████▏ | 4495/10770 [26:34<39:02, 2.68it/s]
1/1 [==============================] - 0s 407ms/step
42%|████▏ | 4496/10770 [26:34<43:06, 2.43it/s]
1/1 [==============================] - 0s 428ms/step
42%|████▏ | 4497/10770 [26:35<46:05, 2.27it/s]
1/1 [==============================] - 0s 414ms/step
42%|████▏ | 4498/10770 [26:35<48:56, 2.14it/s]
1/1 [==============================] - 0s 368ms/step
42%|████▏ | 4499/10770 [26:36<58:39, 1.78it/s]
1/1 [==============================] - 0s 354ms/step
42%|████▏ | 4500/10770 [26:37<55:16, 1.89it/s]
1/1 [==============================] - 0s 387ms/step
42%|████▏ | 4501/10770 [26:37<52:55, 1.97it/s]
1/1 [==============================] - 0s 381ms/step
42%|████▏ | 4502/10770 [26:38<52:25, 1.99it/s]
1/1 [==============================] - 0s 409ms/step
42%|████▏ | 4503/10770 [26:38<52:32, 1.99it/s]
1/1 [==============================] - 0s 375ms/step
42%|████▏ | 4504/10770 [26:39<52:29, 1.99it/s]
1/1 [==============================] - 0s 338ms/step
42%|████▏ | 4505/10770 [26:39<50:41, 2.06it/s]
1/1 [==============================] - 0s 268ms/step
42%|████▏ | 4506/10770 [26:39<46:36, 2.24it/s]
1/1 [==============================] - 0s 245ms/step
42%|████▏ | 4507/10770 [26:40<42:38, 2.45it/s]
1/1 [==============================] - 0s 253ms/step
42%|████▏ | 4508/10770 [26:40<40:36, 2.57it/s]
1/1 [==============================] - 0s 272ms/step
42%|████▏ | 4509/10770 [26:40<39:14, 2.66it/s]
1/1 [==============================] - 0s 249ms/step
42%|████▏ | 4510/10770 [26:41<37:34, 2.78it/s]
1/1 [==============================] - 0s 256ms/step
42%|████▏ | 4511/10770 [26:41<36:39, 2.85it/s]
1/1 [==============================] - 0s 267ms/step
42%|████▏ | 4512/10770 [26:41<36:29, 2.86it/s]
1/1 [==============================] - 0s 256ms/step
42%|████▏ | 4513/10770 [26:42<36:00, 2.90it/s]
1/1 [==============================] - 0s 260ms/step
42%|████▏ | 4514/10770 [26:42<35:37, 2.93it/s]
1/1 [==============================] - 0s 275ms/step
42%|████▏ | 4515/10770 [26:42<35:39, 2.92it/s]
1/1 [==============================] - 0s 246ms/step
42%|████▏ | 4516/10770 [26:43<35:02, 2.98it/s]
1/1 [==============================] - 0s 260ms/step
42%|████▏ | 4517/10770 [26:43<34:47, 3.00it/s]
1/1 [==============================] - 0s 284ms/step
42%|████▏ | 4518/10770 [26:43<35:31, 2.93it/s]
1/1 [==============================] - 0s 246ms/step
42%|████▏ | 4519/10770 [26:44<35:24, 2.94it/s]
1/1 [==============================] - 0s 253ms/step
42%|████▏ | 4520/10770 [26:44<35:11, 2.96it/s]
1/1 [==============================] - 0s 273ms/step
42%|████▏ | 4521/10770 [26:44<35:28, 2.94it/s]
1/1 [==============================] - 0s 244ms/step
42%|████▏ | 4522/10770 [26:45<34:50, 2.99it/s]
1/1 [==============================] - 0s 269ms/step
42%|████▏ | 4523/10770 [26:45<34:53, 2.98it/s]
1/1 [==============================] - 0s 272ms/step
42%|████▏ | 4524/10770 [26:45<35:11, 2.96it/s]
1/1 [==============================] - 0s 246ms/step
42%|████▏ | 4525/10770 [26:46<34:38, 3.01it/s]
1/1 [==============================] - 0s 253ms/step
42%|████▏ | 4526/10770 [26:46<34:41, 3.00it/s]
1/1 [==============================] - 0s 253ms/step
42%|████▏ | 4527/10770 [26:46<34:33, 3.01it/s]
1/1 [==============================] - 0s 264ms/step
42%|████▏ | 4528/10770 [26:47<35:04, 2.97it/s]
1/1 [==============================] - 0s 257ms/step
42%|████▏ | 4529/10770 [26:47<34:50, 2.99it/s]
1/1 [==============================] - 0s 246ms/step
42%|████▏ | 4530/10770 [26:47<35:03, 2.97it/s]
1/1 [==============================] - 0s 258ms/step
42%|████▏ | 4531/10770 [26:48<35:17, 2.95it/s]
1/1 [==============================] - 0s 247ms/step
42%|████▏ | 4532/10770 [26:48<35:08, 2.96it/s]
1/1 [==============================] - 0s 266ms/step
42%|████▏ | 4533/10770 [26:48<35:10, 2.95it/s]
1/1 [==============================] - 0s 276ms/step
42%|████▏ | 4534/10770 [26:49<35:40, 2.91it/s]
1/1 [==============================] - 0s 350ms/step
42%|████▏ | 4535/10770 [26:50<47:29, 2.19it/s]
1/1 [==============================] - 0s 372ms/step
42%|████▏ | 4536/10770 [26:50<47:59, 2.17it/s]
1/1 [==============================] - 0s 363ms/step
42%|████▏ | 4537/10770 [26:50<47:56, 2.17it/s]
1/1 [==============================] - 0s 396ms/step
42%|████▏ | 4538/10770 [26:51<48:49, 2.13it/s]
1/1 [==============================] - 0s 380ms/step
42%|████▏ | 4539/10770 [26:52<57:30, 1.81it/s]
1/1 [==============================] - 0s 387ms/step
42%|████▏ | 4540/10770 [26:52<55:02, 1.89it/s]
1/1 [==============================] - 0s 372ms/step
42%|████▏ | 4541/10770 [26:53<1:02:38, 1.66it/s]
1/1 [==============================] - 0s 370ms/step
42%|████▏ | 4542/10770 [26:54<1:07:43, 1.53it/s]
1/1 [==============================] - 0s 223ms/step
42%|████▏ | 4543/10770 [26:54<56:43, 1.83it/s]
1/1 [==============================] - 0s 260ms/step
42%|████▏ | 4544/10770 [26:54<50:04, 2.07it/s]
1/1 [==============================] - 0s 261ms/step
42%|████▏ | 4545/10770 [26:55<45:46, 2.27it/s]
1/1 [==============================] - 0s 281ms/step
42%|████▏ | 4546/10770 [26:55<43:02, 2.41it/s]
1/1 [==============================] - 0s 243ms/step
42%|████▏ | 4547/10770 [26:55<40:01, 2.59it/s]
1/1 [==============================] - 0s 267ms/step
42%|████▏ | 4548/10770 [26:56<38:36, 2.69it/s]
1/1 [==============================] - 0s 240ms/step
42%|████▏ | 4549/10770 [26:56<40:29, 2.56it/s]
1/1 [==============================] - 0s 199ms/step
42%|████▏ | 4550/10770 [26:56<36:55, 2.81it/s]
1/1 [==============================] - 0s 246ms/step
42%|████▏ | 4551/10770 [26:57<36:23, 2.85it/s]
1/1 [==============================] - 0s 283ms/step
42%|████▏ | 4552/10770 [26:57<36:51, 2.81it/s]
1/1 [==============================] - 0s 255ms/step
42%|████▏ | 4553/10770 [26:57<35:57, 2.88it/s]
1/1 [==============================] - 0s 255ms/step
42%|████▏ | 4554/10770 [26:58<35:19, 2.93it/s]
1/1 [==============================] - 0s 308ms/step
42%|████▏ | 4555/10770 [26:58<37:20, 2.77it/s]
1/1 [==============================] - 0s 230ms/step
42%|████▏ | 4556/10770 [26:59<39:02, 2.65it/s]
1/1 [==============================] - 0s 201ms/step
42%|████▏ | 4557/10770 [26:59<35:39, 2.90it/s]
1/1 [==============================] - 0s 285ms/step
42%|████▏ | 4558/10770 [26:59<35:50, 2.89it/s]
1/1 [==============================] - 0s 253ms/step
42%|████▏ | 4559/10770 [27:00<35:17, 2.93it/s]
1/1 [==============================] - 0s 264ms/step
42%|████▏ | 4560/10770 [27:00<37:22, 2.77it/s]
1/1 [==============================] - 0s 219ms/step
42%|████▏ | 4561/10770 [27:00<35:01, 2.95it/s]
1/1 [==============================] - 0s 252ms/step
42%|████▏ | 4562/10770 [27:01<34:45, 2.98it/s]
1/1 [==============================] - 0s 251ms/step
42%|████▏ | 4563/10770 [27:01<34:43, 2.98it/s]
1/1 [==============================] - 0s 286ms/step
42%|████▏ | 4564/10770 [27:01<35:30, 2.91it/s]
1/1 [==============================] - 0s 255ms/step
42%|████▏ | 4565/10770 [27:02<34:51, 2.97it/s]
1/1 [==============================] - 0s 262ms/step
42%|████▏ | 4566/10770 [27:02<35:09, 2.94it/s]
1/1 [==============================] - 0s 282ms/step
42%|████▏ | 4567/10770 [27:02<35:43, 2.89it/s]
1/1 [==============================] - 0s 254ms/step
42%|████▏ | 4568/10770 [27:03<35:13, 2.93it/s]
1/1 [==============================] - 0s 253ms/step
42%|████▏ | 4569/10770 [27:03<34:50, 2.97it/s]
1/1 [==============================] - 0s 272ms/step
42%|████▏ | 4570/10770 [27:03<36:47, 2.81it/s]
1/1 [==============================] - 0s 250ms/step
42%|████▏ | 4571/10770 [27:04<35:34, 2.90it/s]
1/1 [==============================] - 0s 379ms/step
42%|████▏ | 4572/10770 [27:04<40:51, 2.53it/s]
1/1 [==============================] - 0s 405ms/step
42%|████▏ | 4573/10770 [27:05<44:36, 2.32it/s]
1/1 [==============================] - 0s 419ms/step
42%|████▏ | 4574/10770 [27:05<55:07, 1.87it/s]
1/1 [==============================] - 0s 365ms/step
42%|████▏ | 4575/10770 [27:06<1:01:35, 1.68it/s]
1/1 [==============================] - 0s 367ms/step
42%|████▏ | 4576/10770 [27:07<57:15, 1.80it/s]
1/1 [==============================] - 0s 426ms/step
42%|████▏ | 4577/10770 [27:07<56:26, 1.83it/s]
1/1 [==============================] - 0s 383ms/step
43%|████▎ | 4578/10770 [27:08<1:02:43, 1.65it/s]
1/1 [==============================] - 0s 252ms/step
43%|████▎ | 4579/10770 [27:08<54:43, 1.89it/s]
1/1 [==============================] - 0s 265ms/step
43%|████▎ | 4580/10770 [27:09<48:42, 2.12it/s]
1/1 [==============================] - 0s 273ms/step
43%|████▎ | 4581/10770 [27:09<44:57, 2.29it/s]
1/1 [==============================] - 0s 270ms/step
43%|████▎ | 4582/10770 [27:09<41:55, 2.46it/s]
1/1 [==============================] - 0s 270ms/step
43%|████▎ | 4583/10770 [27:10<40:04, 2.57it/s]
1/1 [==============================] - 0s 259ms/step
43%|████▎ | 4584/10770 [27:10<38:35, 2.67it/s]
1/1 [==============================] - 0s 246ms/step
43%|████▎ | 4585/10770 [27:10<37:26, 2.75it/s]
1/1 [==============================] - 0s 247ms/step
43%|████▎ | 4586/10770 [27:11<36:16, 2.84it/s]
1/1 [==============================] - 0s 266ms/step
43%|████▎ | 4587/10770 [27:11<36:31, 2.82it/s]
1/1 [==============================] - 0s 253ms/step
43%|████▎ | 4588/10770 [27:11<35:39, 2.89it/s]
1/1 [==============================] - 0s 235ms/step
43%|████▎ | 4589/10770 [27:12<34:50, 2.96it/s]
1/1 [==============================] - 0s 250ms/step
43%|████▎ | 4590/10770 [27:12<35:18, 2.92it/s]
1/1 [==============================] - 0s 252ms/step
43%|████▎ | 4591/10770 [27:12<34:44, 2.96it/s]
1/1 [==============================] - 0s 256ms/step
43%|████▎ | 4592/10770 [27:13<34:11, 3.01it/s]
1/1 [==============================] - 0s 289ms/step
43%|████▎ | 4593/10770 [27:13<35:01, 2.94it/s]
1/1 [==============================] - 0s 250ms/step
43%|████▎ | 4594/10770 [27:13<34:57, 2.94it/s]
1/1 [==============================] - 0s 247ms/step
43%|████▎ | 4595/10770 [27:14<34:39, 2.97it/s]
1/1 [==============================] - 0s 285ms/step
43%|████▎ | 4596/10770 [27:14<35:54, 2.87it/s]
1/1 [==============================] - 0s 258ms/step
43%|████▎ | 4597/10770 [27:14<35:18, 2.91it/s]
1/1 [==============================] - 0s 246ms/step
43%|████▎ | 4598/10770 [27:15<34:42, 2.96it/s]
1/1 [==============================] - 0s 257ms/step
43%|████▎ | 4599/10770 [27:15<34:47, 2.96it/s]
1/1 [==============================] - 0s 261ms/step
43%|████▎ | 4600/10770 [27:15<34:33, 2.98it/s]
1/1 [==============================] - 0s 257ms/step
43%|████▎ | 4601/10770 [27:16<34:24, 2.99it/s]
1/1 [==============================] - 0s 269ms/step
43%|████▎ | 4602/10770 [27:16<34:52, 2.95it/s]
1/1 [==============================] - 0s 260ms/step
43%|████▎ | 4603/10770 [27:16<34:44, 2.96it/s]
1/1 [==============================] - 0s 251ms/step
43%|████▎ | 4604/10770 [27:17<34:09, 3.01it/s]
1/1 [==============================] - 0s 260ms/step
43%|████▎ | 4605/10770 [27:17<34:47, 2.95it/s]
1/1 [==============================] - 0s 251ms/step
43%|████▎ | 4606/10770 [27:17<34:27, 2.98it/s]
1/1 [==============================] - 0s 254ms/step
43%|████▎ | 4607/10770 [27:18<34:24, 2.99it/s]
1/1 [==============================] - 0s 282ms/step
43%|████▎ | 4608/10770 [27:18<35:14, 2.91it/s]
1/1 [==============================] - 0s 381ms/step
43%|████▎ | 4609/10770 [27:19<39:20, 2.61it/s]
1/1 [==============================] - 0s 384ms/step
43%|████▎ | 4610/10770 [27:19<50:52, 2.02it/s]
1/1 [==============================] - 0s 356ms/step
43%|████▎ | 4611/10770 [27:20<48:43, 2.11it/s]
1/1 [==============================] - 0s 379ms/step
43%|████▎ | 4612/10770 [27:21<57:23, 1.79it/s]
1/1 [==============================] - 0s 371ms/step
43%|████▎ | 4613/10770 [27:21<1:02:08, 1.65it/s]
1/1 [==============================] - 0s 355ms/step
43%|████▎ | 4614/10770 [27:22<1:05:35, 1.56it/s]
1/1 [==============================] - 0s 385ms/step
43%|████▎ | 4615/10770 [27:22<1:00:25, 1.70it/s]
1/1 [==============================] - 0s 260ms/step
43%|████▎ | 4616/10770 [27:23<53:30, 1.92it/s]
1/1 [==============================] - 0s 258ms/step
43%|████▎ | 4617/10770 [27:23<47:52, 2.14it/s]
1/1 [==============================] - 0s 259ms/step
43%|████▎ | 4618/10770 [27:24<44:25, 2.31it/s]
1/1 [==============================] - 0s 254ms/step
43%|████▎ | 4619/10770 [27:24<41:06, 2.49it/s]
1/1 [==============================] - 0s 261ms/step
43%|████▎ | 4620/10770 [27:24<39:03, 2.62it/s]
1/1 [==============================] - 0s 264ms/step
43%|████▎ | 4621/10770 [27:25<38:08, 2.69it/s]
1/1 [==============================] - 0s 262ms/step
43%|████▎ | 4622/10770 [27:25<36:58, 2.77it/s]
1/1 [==============================] - 0s 264ms/step
43%|████▎ | 4623/10770 [27:25<36:19, 2.82it/s]
1/1 [==============================] - 0s 276ms/step
43%|████▎ | 4624/10770 [27:26<36:07, 2.84it/s]
1/1 [==============================] - 0s 268ms/step
43%|████▎ | 4625/10770 [27:26<35:49, 2.86it/s]
1/1 [==============================] - 0s 252ms/step
43%|████▎ | 4626/10770 [27:26<35:14, 2.91it/s]
1/1 [==============================] - 0s 261ms/step
43%|████▎ | 4627/10770 [27:27<35:19, 2.90it/s]
1/1 [==============================] - 0s 259ms/step
43%|████▎ | 4628/10770 [27:27<34:58, 2.93it/s]
1/1 [==============================] - 0s 228ms/step
43%|████▎ | 4629/10770 [27:27<35:04, 2.92it/s]
1/1 [==============================] - 0s 271ms/step
43%|████▎ | 4630/10770 [27:28<35:06, 2.92it/s]
1/1 [==============================] - 0s 262ms/step
43%|████▎ | 4631/10770 [27:28<35:00, 2.92it/s]
1/1 [==============================] - 0s 291ms/step
43%|████▎ | 4632/10770 [27:28<35:35, 2.87it/s]
1/1 [==============================] - 0s 270ms/step
43%|████▎ | 4633/10770 [27:29<35:21, 2.89it/s]
1/1 [==============================] - 0s 271ms/step
43%|████▎ | 4634/10770 [27:29<35:05, 2.91it/s]
1/1 [==============================] - 0s 276ms/step
43%|████▎ | 4635/10770 [27:29<35:14, 2.90it/s]
1/1 [==============================] - 0s 263ms/step
43%|████▎ | 4636/10770 [27:30<34:41, 2.95it/s]
1/1 [==============================] - 0s 272ms/step
43%|████▎ | 4637/10770 [27:30<34:35, 2.96it/s]
1/1 [==============================] - 0s 272ms/step
43%|████▎ | 4638/10770 [27:30<34:28, 2.96it/s]
1/1 [==============================] - 0s 273ms/step
43%|████▎ | 4639/10770 [27:31<34:29, 2.96it/s]
1/1 [==============================] - 0s 262ms/step
43%|████▎ | 4640/10770 [27:31<34:38, 2.95it/s]
1/1 [==============================] - 0s 259ms/step
43%|████▎ | 4641/10770 [27:31<34:25, 2.97it/s]
1/1 [==============================] - 0s 274ms/step
43%|████▎ | 4642/10770 [27:32<34:40, 2.94it/s]
1/1 [==============================] - 0s 268ms/step
43%|████▎ | 4643/10770 [27:32<34:34, 2.95it/s]
1/1 [==============================] - 0s 258ms/step
43%|████▎ | 4644/10770 [27:32<34:31, 2.96it/s]
1/1 [==============================] - 0s 346ms/step
43%|████▎ | 4645/10770 [27:33<36:53, 2.77it/s]
1/1 [==============================] - 0s 385ms/step
43%|████▎ | 4646/10770 [27:33<41:10, 2.48it/s]
1/1 [==============================] - 0s 362ms/step
43%|████▎ | 4647/10770 [27:34<42:04, 2.43it/s]
1/1 [==============================] - 0s 401ms/step
43%|████▎ | 4648/10770 [27:34<44:14, 2.31it/s]
1/1 [==============================] - 0s 354ms/step
43%|████▎ | 4649/10770 [27:35<43:49, 2.33it/s]
1/1 [==============================] - 0s 432ms/step
43%|████▎ | 4650/10770 [27:35<53:55, 1.89it/s]
1/1 [==============================] - 0s 375ms/step
43%|████▎ | 4651/10770 [27:36<52:34, 1.94it/s]
1/1 [==============================] - 0s 391ms/step
43%|████▎ | 4652/10770 [27:36<52:28, 1.94it/s]
1/1 [==============================] - 0s 381ms/step
43%|████▎ | 4653/10770 [27:37<51:26, 1.98it/s]
1/1 [==============================] - 0s 414ms/step
43%|████▎ | 4654/10770 [27:37<52:09, 1.95it/s]
1/1 [==============================] - 0s 386ms/step
43%|████▎ | 4655/10770 [27:38<51:33, 1.98it/s]
1/1 [==============================] - 0s 356ms/step
43%|████▎ | 4656/10770 [27:38<50:31, 2.02it/s]
1/1 [==============================] - 0s 256ms/step
43%|████▎ | 4657/10770 [27:39<45:16, 2.25it/s]
1/1 [==============================] - 0s 268ms/step
43%|████▎ | 4658/10770 [27:39<41:58, 2.43it/s]
1/1 [==============================] - 0s 273ms/step
43%|████▎ | 4659/10770 [27:39<39:53, 2.55it/s]
1/1 [==============================] - 0s 257ms/step
43%|████▎ | 4660/10770 [27:40<37:52, 2.69it/s]
1/1 [==============================] - 0s 285ms/step
43%|████▎ | 4661/10770 [27:40<37:15, 2.73it/s]
1/1 [==============================] - 0s 273ms/step
43%|████▎ | 4662/10770 [27:40<37:13, 2.74it/s]
1/1 [==============================] - 0s 251ms/step
43%|████▎ | 4663/10770 [27:41<36:07, 2.82it/s]
1/1 [==============================] - 0s 262ms/step
43%|████▎ | 4664/10770 [27:41<35:34, 2.86it/s]
1/1 [==============================] - 0s 266ms/step
43%|████▎ | 4665/10770 [27:41<35:12, 2.89it/s]
1/1 [==============================] - 0s 256ms/step
43%|████▎ | 4666/10770 [27:42<34:40, 2.93it/s]
1/1 [==============================] - 0s 257ms/step
43%|████▎ | 4667/10770 [27:42<34:23, 2.96it/s]
1/1 [==============================] - 0s 263ms/step
43%|████▎ | 4668/10770 [27:42<34:40, 2.93it/s]
1/1 [==============================] - 0s 255ms/step
43%|████▎ | 4669/10770 [27:43<34:14, 2.97it/s]
1/1 [==============================] - 0s 258ms/step
43%|████▎ | 4670/10770 [27:43<34:04, 2.98it/s]
1/1 [==============================] - 0s 273ms/step
43%|████▎ | 4671/10770 [27:43<34:33, 2.94it/s]
1/1 [==============================] - 0s 252ms/step
43%|████▎ | 4672/10770 [27:44<34:17, 2.96it/s]
1/1 [==============================] - 0s 255ms/step
43%|████▎ | 4673/10770 [27:44<34:22, 2.96it/s]
1/1 [==============================] - 0s 264ms/step
43%|████▎ | 4674/10770 [27:44<34:25, 2.95it/s]
1/1 [==============================] - 0s 253ms/step
43%|████▎ | 4675/10770 [27:45<34:04, 2.98it/s]
1/1 [==============================] - 0s 261ms/step
43%|████▎ | 4676/10770 [27:45<34:09, 2.97it/s]
1/1 [==============================] - 0s 277ms/step
43%|████▎ | 4677/10770 [27:45<34:31, 2.94it/s]
1/1 [==============================] - 0s 249ms/step
43%|████▎ | 4678/10770 [27:46<33:45, 3.01it/s]
1/1 [==============================] - 0s 258ms/step
43%|████▎ | 4679/10770 [27:46<33:39, 3.02it/s]
1/1 [==============================] - 0s 253ms/step
43%|████▎ | 4680/10770 [27:46<33:33, 3.03it/s]
1/1 [==============================] - 0s 249ms/step
43%|████▎ | 4681/10770 [27:47<33:41, 3.01it/s]
1/1 [==============================] - 0s 258ms/step
43%|████▎ | 4682/10770 [27:47<33:36, 3.02it/s]
1/1 [==============================] - 0s 252ms/step
43%|████▎ | 4683/10770 [27:47<33:19, 3.04it/s]
1/1 [==============================] - 0s 260ms/step
43%|████▎ | 4684/10770 [27:48<33:56, 2.99it/s]
1/1 [==============================] - 0s 264ms/step
44%|████▎ | 4685/10770 [27:48<33:55, 2.99it/s]
1/1 [==============================] - 0s 344ms/step
44%|████▎ | 4686/10770 [27:48<36:22, 2.79it/s]
1/1 [==============================] - 0s 399ms/step
44%|████▎ | 4687/10770 [27:49<40:08, 2.53it/s]
1/1 [==============================] - 0s 364ms/step
44%|████▎ | 4688/10770 [27:50<50:02, 2.03it/s]
1/1 [==============================] - 0s 399ms/step
44%|████▎ | 4689/10770 [27:50<49:51, 2.03it/s]
1/1 [==============================] - 0s 383ms/step
44%|████▎ | 4690/10770 [27:51<49:36, 2.04it/s]
1/1 [==============================] - 0s 390ms/step
44%|████▎ | 4691/10770 [27:51<58:26, 1.73it/s]
1/1 [==============================] - 0s 364ms/step
44%|████▎ | 4692/10770 [27:52<54:05, 1.87it/s]
1/1 [==============================] - 0s 377ms/step
44%|████▎ | 4693/10770 [27:52<53:02, 1.91it/s]
1/1 [==============================] - 0s 394ms/step
44%|████▎ | 4694/10770 [27:53<52:32, 1.93it/s]
1/1 [==============================] - 0s 331ms/step
44%|████▎ | 4695/10770 [27:53<51:17, 1.97it/s]
1/1 [==============================] - 0s 252ms/step
44%|████▎ | 4696/10770 [27:54<45:52, 2.21it/s]
1/1 [==============================] - 0s 271ms/step
44%|████▎ | 4697/10770 [27:54<42:28, 2.38it/s]
1/1 [==============================] - 0s 258ms/step
44%|████▎ | 4698/10770 [27:54<39:41, 2.55it/s]
1/1 [==============================] - 0s 250ms/step
44%|████▎ | 4699/10770 [27:55<37:45, 2.68it/s]
1/1 [==============================] - 0s 277ms/step
44%|████▎ | 4700/10770 [27:55<37:01, 2.73it/s]
1/1 [==============================] - 0s 259ms/step
44%|████▎ | 4701/10770 [27:55<35:50, 2.82it/s]
1/1 [==============================] - 0s 261ms/step
44%|████▎ | 4702/10770 [27:56<35:03, 2.88it/s]
1/1 [==============================] - 0s 274ms/step
44%|████▎ | 4703/10770 [27:56<35:18, 2.86it/s]
1/1 [==============================] - 0s 253ms/step
44%|████▎ | 4704/10770 [27:56<34:56, 2.89it/s]
1/1 [==============================] - 0s 257ms/step
44%|████▎ | 4705/10770 [27:57<34:19, 2.94it/s]
1/1 [==============================] - 0s 277ms/step
44%|████▎ | 4706/10770 [27:57<34:32, 2.93it/s]
1/1 [==============================] - 0s 244ms/step
44%|████▎ | 4707/10770 [27:57<34:18, 2.95it/s]
1/1 [==============================] - 0s 243ms/step
44%|████▎ | 4708/10770 [27:58<34:09, 2.96it/s]
1/1 [==============================] - 0s 275ms/step
44%|████▎ | 4709/10770 [27:58<34:27, 2.93it/s]
1/1 [==============================] - 0s 271ms/step
44%|████▎ | 4710/10770 [27:58<34:42, 2.91it/s]
1/1 [==============================] - 0s 244ms/step
44%|████▎ | 4711/10770 [27:59<34:04, 2.96it/s]
1/1 [==============================] - 0s 266ms/step
44%|████▍ | 4712/10770 [27:59<36:09, 2.79it/s]
1/1 [==============================] - 0s 207ms/step
44%|████▍ | 4713/10770 [27:59<33:40, 3.00it/s]
1/1 [==============================] - 0s 268ms/step
44%|████▍ | 4714/10770 [28:00<33:50, 2.98it/s]
1/1 [==============================] - 0s 282ms/step
44%|████▍ | 4715/10770 [28:00<34:49, 2.90it/s]
1/1 [==============================] - 0s 245ms/step
44%|████▍ | 4716/10770 [28:00<34:07, 2.96it/s]
1/1 [==============================] - 0s 257ms/step
44%|████▍ | 4717/10770 [28:01<33:41, 2.99it/s]
1/1 [==============================] - 0s 254ms/step
44%|████▍ | 4718/10770 [28:01<34:09, 2.95it/s]
1/1 [==============================] - 0s 250ms/step
44%|████▍ | 4719/10770 [28:01<34:25, 2.93it/s]
1/1 [==============================] - 0s 259ms/step
44%|████▍ | 4720/10770 [28:02<33:59, 2.97it/s]
1/1 [==============================] - 0s 265ms/step
44%|████▍ | 4721/10770 [28:02<34:10, 2.95it/s]
1/1 [==============================] - 0s 258ms/step
44%|████▍ | 4722/10770 [28:02<34:06, 2.96it/s]
1/1 [==============================] - 0s 257ms/step
44%|████▍ | 4723/10770 [28:03<33:46, 2.98it/s]
1/1 [==============================] - 0s 258ms/step
44%|████▍ | 4724/10770 [28:03<33:39, 2.99it/s]
1/1 [==============================] - 0s 379ms/step
44%|████▍ | 4725/10770 [28:04<36:59, 2.72it/s]
1/1 [==============================] - 0s 396ms/step
44%|████▍ | 4726/10770 [28:04<42:08, 2.39it/s]
1/1 [==============================] - 0s 395ms/step
44%|████▍ | 4727/10770 [28:05<44:33, 2.26it/s]
1/1 [==============================] - 0s 407ms/step
44%|████▍ | 4728/10770 [28:05<54:35, 1.84it/s]
1/1 [==============================] - 0s 391ms/step
44%|████▍ | 4729/10770 [28:06<52:49, 1.91it/s]
1/1 [==============================] - 0s 458ms/step
44%|████▍ | 4730/10770 [28:06<54:04, 1.86it/s]
1/1 [==============================] - 0s 425ms/step
44%|████▍ | 4731/10770 [28:07<1:00:50, 1.65it/s]
1/1 [==============================] - 0s 371ms/step
44%|████▍ | 4732/10770 [28:08<56:40, 1.78it/s]
1/1 [==============================] - 0s 346ms/step
44%|████▍ | 4733/10770 [28:08<53:58, 1.86it/s]
1/1 [==============================] - 0s 259ms/step
44%|████▍ | 4734/10770 [28:08<47:42, 2.11it/s]
1/1 [==============================] - 0s 272ms/step
44%|████▍ | 4735/10770 [28:09<43:39, 2.30it/s]
1/1 [==============================] - 0s 255ms/step
44%|████▍ | 4736/10770 [28:09<40:29, 2.48it/s]
1/1 [==============================] - 0s 248ms/step
44%|████▍ | 4737/10770 [28:09<37:59, 2.65it/s]
1/1 [==============================] - 0s 273ms/step
44%|████▍ | 4738/10770 [28:10<36:51, 2.73it/s]
1/1 [==============================] - 0s 247ms/step
44%|████▍ | 4739/10770 [28:10<36:10, 2.78it/s]
1/1 [==============================] - 0s 261ms/step
44%|████▍ | 4740/10770 [28:10<35:29, 2.83it/s]
1/1 [==============================] - 0s 269ms/step
44%|████▍ | 4741/10770 [28:11<35:07, 2.86it/s]
1/1 [==============================] - 0s 267ms/step
44%|████▍ | 4742/10770 [28:11<34:58, 2.87it/s]
1/1 [==============================] - 0s 270ms/step
44%|████▍ | 4743/10770 [28:12<34:46, 2.89it/s]
1/1 [==============================] - 0s 275ms/step
44%|████▍ | 4744/10770 [28:12<34:49, 2.88it/s]
1/1 [==============================] - 0s 261ms/step
44%|████▍ | 4745/10770 [28:12<34:51, 2.88it/s]
1/1 [==============================] - 0s 254ms/step
44%|████▍ | 4746/10770 [28:13<34:09, 2.94it/s]
1/1 [==============================] - 0s 269ms/step
44%|████▍ | 4747/10770 [28:13<34:27, 2.91it/s]
1/1 [==============================] - 0s 260ms/step
44%|████▍ | 4748/10770 [28:13<34:21, 2.92it/s]
1/1 [==============================] - 0s 261ms/step
44%|████▍ | 4749/10770 [28:14<33:52, 2.96it/s]
1/1 [==============================] - 0s 270ms/step
44%|████▍ | 4750/10770 [28:14<34:16, 2.93it/s]
1/1 [==============================] - 0s 263ms/step
44%|████▍ | 4751/10770 [28:14<34:07, 2.94it/s]
1/1 [==============================] - 0s 252ms/step
44%|████▍ | 4752/10770 [28:15<33:44, 2.97it/s]
1/1 [==============================] - 0s 279ms/step
44%|████▍ | 4753/10770 [28:15<35:31, 2.82it/s]
1/1 [==============================] - 0s 207ms/step
44%|████▍ | 4754/10770 [28:15<33:31, 2.99it/s]
1/1 [==============================] - 0s 245ms/step
44%|████▍ | 4755/10770 [28:16<32:55, 3.04it/s]
1/1 [==============================] - 0s 274ms/step
44%|████▍ | 4756/10770 [28:16<33:30, 2.99it/s]
1/1 [==============================] - 0s 255ms/step
44%|████▍ | 4757/10770 [28:16<33:16, 3.01it/s]
1/1 [==============================] - 0s 266ms/step
44%|████▍ | 4758/10770 [28:17<33:23, 3.00it/s]
1/1 [==============================] - 0s 263ms/step
44%|████▍ | 4759/10770 [28:17<33:27, 2.99it/s]
1/1 [==============================] - 0s 265ms/step
44%|████▍ | 4760/10770 [28:17<33:58, 2.95it/s]
1/1 [==============================] - 0s 245ms/step
44%|████▍ | 4761/10770 [28:18<33:51, 2.96it/s]
1/1 [==============================] - 0s 250ms/step
44%|████▍ | 4762/10770 [28:18<33:33, 2.98it/s]
1/1 [==============================] - 0s 353ms/step
44%|████▍ | 4763/10770 [28:18<37:08, 2.70it/s]
1/1 [==============================] - 0s 382ms/step
44%|████▍ | 4764/10770 [28:19<40:06, 2.50it/s]
1/1 [==============================] - 0s 412ms/step
44%|████▍ | 4765/10770 [28:19<44:01, 2.27it/s]
1/1 [==============================] - 0s 397ms/step
44%|████▍ | 4766/10770 [28:20<45:39, 2.19it/s]
1/1 [==============================] - 0s 390ms/step
44%|████▍ | 4767/10770 [28:21<55:30, 1.80it/s]
1/1 [==============================] - 0s 372ms/step
44%|████▍ | 4768/10770 [28:21<52:46, 1.90it/s]
1/1 [==============================] - 0s 378ms/step
44%|████▍ | 4769/10770 [28:22<59:57, 1.67it/s]
1/1 [==============================] - 0s 368ms/step
44%|████▍ | 4770/10770 [28:23<1:04:06, 1.56it/s]
1/1 [==============================] - 0s 206ms/step
44%|████▍ | 4771/10770 [28:23<53:14, 1.88it/s]
1/1 [==============================] - 0s 242ms/step
44%|████▍ | 4772/10770 [28:23<47:03, 2.12it/s]
1/1 [==============================] - 0s 263ms/step
44%|████▍ | 4773/10770 [28:24<43:08, 2.32it/s]
1/1 [==============================] - 0s 254ms/step
44%|████▍ | 4774/10770 [28:24<40:19, 2.48it/s]
1/1 [==============================] - 0s 266ms/step
44%|████▍ | 4775/10770 [28:24<38:13, 2.61it/s]
1/1 [==============================] - 0s 272ms/step
44%|████▍ | 4776/10770 [28:25<36:57, 2.70it/s]
1/1 [==============================] - 0s 245ms/step
44%|████▍ | 4777/10770 [28:25<35:46, 2.79it/s]
1/1 [==============================] - 0s 251ms/step
44%|████▍ | 4778/10770 [28:25<34:33, 2.89it/s]
1/1 [==============================] - 0s 268ms/step
44%|████▍ | 4779/10770 [28:26<34:25, 2.90it/s]
1/1 [==============================] - 0s 262ms/step
44%|████▍ | 4780/10770 [28:26<34:01, 2.93it/s]
1/1 [==============================] - 0s 260ms/step
44%|████▍ | 4781/10770 [28:26<33:41, 2.96it/s]
1/1 [==============================] - 0s 279ms/step
44%|████▍ | 4782/10770 [28:27<34:03, 2.93it/s]
1/1 [==============================] - 0s 257ms/step
44%|████▍ | 4783/10770 [28:27<34:25, 2.90it/s]
1/1 [==============================] - 0s 253ms/step
44%|████▍ | 4784/10770 [28:27<34:06, 2.93it/s]
1/1 [==============================] - 0s 254ms/step
44%|████▍ | 4785/10770 [28:28<34:23, 2.90it/s]
1/1 [==============================] - 0s 258ms/step
44%|████▍ | 4786/10770 [28:28<34:09, 2.92it/s]
1/1 [==============================] - 0s 262ms/step
44%|████▍ | 4787/10770 [28:28<34:01, 2.93it/s]
1/1 [==============================] - 0s 280ms/step
44%|████▍ | 4788/10770 [28:29<35:05, 2.84it/s]
1/1 [==============================] - 0s 256ms/step
44%|████▍ | 4789/10770 [28:29<34:19, 2.90it/s]
1/1 [==============================] - 0s 253ms/step
44%|████▍ | 4790/10770 [28:29<36:05, 2.76it/s]
1/1 [==============================] - 0s 209ms/step
44%|████▍ | 4791/10770 [28:30<33:31, 2.97it/s]
1/1 [==============================] - 0s 243ms/step
44%|████▍ | 4792/10770 [28:30<33:04, 3.01it/s]
1/1 [==============================] - 0s 258ms/step
45%|████▍ | 4793/10770 [28:30<33:01, 3.02it/s]
1/1 [==============================] - 0s 257ms/step
45%|████▍ | 4794/10770 [28:31<33:29, 2.97it/s]
1/1 [==============================] - 0s 263ms/step
45%|████▍ | 4795/10770 [28:31<33:26, 2.98it/s]
1/1 [==============================] - 0s 266ms/step
45%|████▍ | 4796/10770 [28:31<33:26, 2.98it/s]
1/1 [==============================] - 0s 270ms/step
45%|████▍ | 4797/10770 [28:32<33:37, 2.96it/s]
1/1 [==============================] - 0s 259ms/step
45%|████▍ | 4798/10770 [28:32<33:28, 2.97it/s]
1/1 [==============================] - 0s 243ms/step
45%|████▍ | 4799/10770 [28:32<33:11, 3.00it/s]
1/1 [==============================] - 0s 273ms/step
45%|████▍ | 4800/10770 [28:33<33:38, 2.96it/s]
1/1 [==============================] - 0s 361ms/step
45%|████▍ | 4801/10770 [28:33<46:11, 2.15it/s]
1/1 [==============================] - 0s 382ms/step
45%|████▍ | 4802/10770 [28:34<46:20, 2.15it/s]
1/1 [==============================] - 0s 400ms/step
45%|████▍ | 4803/10770 [28:34<47:55, 2.08it/s]
1/1 [==============================] - 0s 410ms/step
45%|████▍ | 4804/10770 [28:35<48:20, 2.06it/s]
1/1 [==============================] - 0s 403ms/step
45%|████▍ | 4805/10770 [28:36<49:49, 2.00it/s]
1/1 [==============================] - 0s 397ms/step
45%|████▍ | 4806/10770 [28:36<50:22, 1.97it/s]
1/1 [==============================] - 0s 420ms/step
45%|████▍ | 4807/10770 [28:37<51:10, 1.94it/s]
1/1 [==============================] - 0s 391ms/step
45%|████▍ | 4808/10770 [28:37<49:56, 1.99it/s]
1/1 [==============================] - 0s 376ms/step
45%|████▍ | 4809/10770 [28:38<49:51, 1.99it/s]
1/1 [==============================] - 0s 314ms/step
45%|████▍ | 4810/10770 [28:38<47:47, 2.08it/s]
1/1 [==============================] - 0s 279ms/step
45%|████▍ | 4811/10770 [28:38<43:46, 2.27it/s]
1/1 [==============================] - 0s 258ms/step
45%|████▍ | 4812/10770 [28:39<40:26, 2.46it/s]
1/1 [==============================] - 0s 259ms/step
45%|████▍ | 4813/10770 [28:39<38:10, 2.60it/s]
1/1 [==============================] - 0s 270ms/step
45%|████▍ | 4814/10770 [28:39<36:57, 2.69it/s]
1/1 [==============================] - 0s 258ms/step
45%|████▍ | 4815/10770 [28:40<35:29, 2.80it/s]
1/1 [==============================] - 0s 266ms/step
45%|████▍ | 4816/10770 [28:40<35:07, 2.83it/s]
1/1 [==============================] - 0s 274ms/step
45%|████▍ | 4817/10770 [28:40<34:53, 2.84it/s]
1/1 [==============================] - 0s 255ms/step
45%|████▍ | 4818/10770 [28:41<34:00, 2.92it/s]
1/1 [==============================] - 0s 261ms/step
45%|████▍ | 4819/10770 [28:41<33:56, 2.92it/s]
1/1 [==============================] - 0s 271ms/step
45%|████▍ | 4820/10770 [28:41<33:47, 2.94it/s]
1/1 [==============================] - 0s 265ms/step
45%|████▍ | 4821/10770 [28:42<33:35, 2.95it/s]
1/1 [==============================] - 0s 252ms/step
45%|████▍ | 4822/10770 [28:42<33:07, 2.99it/s]
1/1 [==============================] - 0s 275ms/step
45%|████▍ | 4823/10770 [28:42<33:25, 2.97it/s]
1/1 [==============================] - 0s 260ms/step
45%|████▍ | 4824/10770 [28:43<33:07, 2.99it/s]
1/1 [==============================] - 0s 241ms/step
45%|████▍ | 4825/10770 [28:43<32:58, 3.01it/s]
1/1 [==============================] - 0s 259ms/step
45%|████▍ | 4826/10770 [28:43<33:04, 3.00it/s]
1/1 [==============================] - 0s 257ms/step
45%|████▍ | 4827/10770 [28:44<33:45, 2.93it/s]
1/1 [==============================] - 0s 265ms/step
45%|████▍ | 4828/10770 [28:44<33:42, 2.94it/s]
1/1 [==============================] - 0s 270ms/step
45%|████▍ | 4829/10770 [28:44<33:41, 2.94it/s]
1/1 [==============================] - 0s 247ms/step
45%|████▍ | 4830/10770 [28:45<33:40, 2.94it/s]
1/1 [==============================] - 0s 254ms/step
45%|████▍ | 4831/10770 [28:45<33:18, 2.97it/s]
1/1 [==============================] - 0s 267ms/step
45%|████▍ | 4832/10770 [28:45<33:19, 2.97it/s]
1/1 [==============================] - 0s 269ms/step
45%|████▍ | 4833/10770 [28:46<33:44, 2.93it/s]
1/1 [==============================] - 0s 269ms/step
45%|████▍ | 4834/10770 [28:46<33:38, 2.94it/s]
1/1 [==============================] - 0s 252ms/step
45%|████▍ | 4835/10770 [28:46<33:08, 2.98it/s]
1/1 [==============================] - 0s 277ms/step
45%|████▍ | 4836/10770 [28:47<33:48, 2.92it/s]
1/1 [==============================] - 0s 269ms/step
45%|████▍ | 4837/10770 [28:47<33:53, 2.92it/s]
1/1 [==============================] - 0s 246ms/step
45%|████▍ | 4838/10770 [28:47<33:39, 2.94it/s]
1/1 [==============================] - 0s 283ms/step
45%|████▍ | 4839/10770 [28:48<37:03, 2.67it/s]
1/1 [==============================] - 0s 346ms/step
45%|████▍ | 4840/10770 [28:48<38:49, 2.55it/s]
1/1 [==============================] - 0s 398ms/step
45%|████▍ | 4841/10770 [28:49<42:47, 2.31it/s]
1/1 [==============================] - 0s 435ms/step
45%|████▍ | 4842/10770 [28:49<46:43, 2.11it/s]
1/1 [==============================] - 0s 401ms/step
45%|████▍ | 4843/10770 [28:50<48:24, 2.04it/s]
1/1 [==============================] - 0s 412ms/step
45%|████▍ | 4844/10770 [28:50<48:59, 2.02it/s]
1/1 [==============================] - 0s 412ms/step
45%|████▍ | 4845/10770 [28:51<50:22, 1.96it/s]
1/1 [==============================] - 0s 386ms/step
45%|████▍ | 4846/10770 [28:51<48:43, 2.03it/s]
1/1 [==============================] - 0s 391ms/step
45%|████▌ | 4847/10770 [28:52<49:30, 1.99it/s]
1/1 [==============================] - 0s 399ms/step
45%|████▌ | 4848/10770 [28:52<49:59, 1.97it/s]
1/1 [==============================] - 0s 407ms/step
45%|████▌ | 4849/10770 [28:53<59:10, 1.67it/s]
1/1 [==============================] - 0s 198ms/step
45%|████▌ | 4850/10770 [28:54<49:13, 2.00it/s]
1/1 [==============================] - 0s 262ms/step
45%|████▌ | 4851/10770 [28:54<44:13, 2.23it/s]
1/1 [==============================] - 0s 274ms/step
45%|████▌ | 4852/10770 [28:54<41:06, 2.40it/s]
1/1 [==============================] - 0s 259ms/step
45%|████▌ | 4853/10770 [28:55<38:27, 2.56it/s]
1/1 [==============================] - 0s 272ms/step
45%|████▌ | 4854/10770 [28:55<38:37, 2.55it/s]
1/1 [==============================] - 0s 227ms/step
45%|████▌ | 4855/10770 [28:55<35:46, 2.76it/s]
1/1 [==============================] - 0s 246ms/step
45%|████▌ | 4856/10770 [28:56<34:36, 2.85it/s]
1/1 [==============================] - 0s 263ms/step
45%|████▌ | 4857/10770 [28:56<34:22, 2.87it/s]
1/1 [==============================] - 0s 274ms/step
45%|████▌ | 4858/10770 [28:56<34:15, 2.88it/s]
1/1 [==============================] - 0s 257ms/step
45%|████▌ | 4859/10770 [28:57<33:59, 2.90it/s]
1/1 [==============================] - 0s 252ms/step
45%|████▌ | 4860/10770 [28:57<34:21, 2.87it/s]
1/1 [==============================] - 0s 279ms/step
45%|████▌ | 4861/10770 [28:57<34:24, 2.86it/s]
1/1 [==============================] - 0s 266ms/step
45%|████▌ | 4862/10770 [28:58<33:55, 2.90it/s]
1/1 [==============================] - 0s 261ms/step
45%|████▌ | 4863/10770 [28:58<33:27, 2.94it/s]
1/1 [==============================] - 0s 275ms/step
45%|████▌ | 4864/10770 [28:58<33:34, 2.93it/s]
1/1 [==============================] - 0s 278ms/step
45%|████▌ | 4865/10770 [28:59<34:18, 2.87it/s]
1/1 [==============================] - 0s 263ms/step
45%|████▌ | 4866/10770 [28:59<33:46, 2.91it/s]
1/1 [==============================] - 0s 277ms/step
45%|████▌ | 4867/10770 [28:59<33:55, 2.90it/s]
1/1 [==============================] - 0s 256ms/step
45%|████▌ | 4868/10770 [29:00<33:27, 2.94it/s]
1/1 [==============================] - 0s 267ms/step
45%|████▌ | 4869/10770 [29:00<33:22, 2.95it/s]
1/1 [==============================] - 0s 272ms/step
45%|████▌ | 4870/10770 [29:00<33:41, 2.92it/s]
1/1 [==============================] - 0s 243ms/step
45%|████▌ | 4871/10770 [29:01<33:29, 2.94it/s]
1/1 [==============================] - 0s 269ms/step
45%|████▌ | 4872/10770 [29:01<33:38, 2.92it/s]
1/1 [==============================] - 0s 275ms/step
45%|████▌ | 4873/10770 [29:01<34:06, 2.88it/s]
1/1 [==============================] - 0s 244ms/step
45%|████▌ | 4874/10770 [29:02<33:29, 2.93it/s]
1/1 [==============================] - 0s 275ms/step
45%|████▌ | 4875/10770 [29:02<33:48, 2.91it/s]
1/1 [==============================] - 0s 277ms/step
45%|████▌ | 4876/10770 [29:02<33:56, 2.89it/s]
1/1 [==============================] - 0s 246ms/step
45%|████▌ | 4877/10770 [29:03<33:19, 2.95it/s]
1/1 [==============================] - 0s 256ms/step
45%|████▌ | 4878/10770 [29:03<33:08, 2.96it/s]
1/1 [==============================] - 0s 405ms/step
45%|████▌ | 4879/10770 [29:04<37:21, 2.63it/s]
1/1 [==============================] - 0s 421ms/step
45%|████▌ | 4880/10770 [29:04<41:04, 2.39it/s]
1/1 [==============================] - 0s 401ms/step
45%|████▌ | 4881/10770 [29:05<42:57, 2.28it/s]
1/1 [==============================] - 0s 431ms/step
45%|████▌ | 4882/10770 [29:05<45:35, 2.15it/s]
1/1 [==============================] - 0s 392ms/step
45%|████▌ | 4883/10770 [29:06<54:50, 1.79it/s]
1/1 [==============================] - 0s 370ms/step
45%|████▌ | 4884/10770 [29:06<51:50, 1.89it/s]
1/1 [==============================] - 0s 434ms/step
45%|████▌ | 4885/10770 [29:07<51:23, 1.91it/s]
1/1 [==============================] - 0s 458ms/step
45%|████▌ | 4886/10770 [29:07<53:09, 1.84it/s]
1/1 [==============================] - 0s 415ms/step
45%|████▌ | 4887/10770 [29:08<52:15, 1.88it/s]
1/1 [==============================] - 0s 393ms/step
45%|████▌ | 4888/10770 [29:08<51:22, 1.91it/s]
1/1 [==============================] - 0s 263ms/step
45%|████▌ | 4889/10770 [29:09<46:13, 2.12it/s]
1/1 [==============================] - 0s 249ms/step
45%|████▌ | 4890/10770 [29:09<42:53, 2.28it/s]
1/1 [==============================] - 0s 247ms/step
45%|████▌ | 4891/10770 [29:09<39:32, 2.48it/s]
1/1 [==============================] - 0s 265ms/step
45%|████▌ | 4892/10770 [29:10<37:28, 2.61it/s]
1/1 [==============================] - 0s 252ms/step
45%|████▌ | 4893/10770 [29:10<37:06, 2.64it/s]
1/1 [==============================] - 0s 254ms/step
45%|████▌ | 4894/10770 [29:11<36:01, 2.72it/s]
1/1 [==============================] - 0s 257ms/step
45%|████▌ | 4895/10770 [29:11<34:54, 2.80it/s]
1/1 [==============================] - 0s 273ms/step
45%|████▌ | 4896/10770 [29:11<34:37, 2.83it/s]
1/1 [==============================] - 0s 257ms/step
45%|████▌ | 4897/10770 [29:12<34:12, 2.86it/s]
1/1 [==============================] - 0s 261ms/step
45%|████▌ | 4898/10770 [29:12<33:50, 2.89it/s]
1/1 [==============================] - 0s 299ms/step
45%|████▌ | 4899/10770 [29:12<34:32, 2.83it/s]
1/1 [==============================] - 0s 255ms/step
45%|████▌ | 4900/10770 [29:13<33:45, 2.90it/s]
1/1 [==============================] - 0s 272ms/step
46%|████▌ | 4901/10770 [29:13<33:43, 2.90it/s]
1/1 [==============================] - 0s 287ms/step
46%|████▌ | 4902/10770 [29:13<35:24, 2.76it/s]
1/1 [==============================] - 0s 220ms/step
46%|████▌ | 4903/10770 [29:14<33:33, 2.91it/s]
1/1 [==============================] - 0s 253ms/step
46%|████▌ | 4904/10770 [29:14<33:57, 2.88it/s]
1/1 [==============================] - 0s 271ms/step
46%|████▌ | 4905/10770 [29:14<34:00, 2.87it/s]
1/1 [==============================] - 0s 265ms/step
46%|████▌ | 4906/10770 [29:15<33:47, 2.89it/s]
1/1 [==============================] - 0s 272ms/step
46%|████▌ | 4907/10770 [29:15<33:44, 2.90it/s]
1/1 [==============================] - 0s 292ms/step
46%|████▌ | 4908/10770 [29:15<34:11, 2.86it/s]
1/1 [==============================] - 0s 255ms/step
46%|████▌ | 4909/10770 [29:16<33:29, 2.92it/s]
1/1 [==============================] - 0s 272ms/step
46%|████▌ | 4910/10770 [29:16<33:25, 2.92it/s]
1/1 [==============================] - 0s 272ms/step
46%|████▌ | 4911/10770 [29:16<33:32, 2.91it/s]
1/1 [==============================] - 0s 265ms/step
46%|████▌ | 4912/10770 [29:17<33:20, 2.93it/s]
1/1 [==============================] - 0s 261ms/step
46%|████▌ | 4913/10770 [29:17<33:16, 2.93it/s]
1/1 [==============================] - 0s 281ms/step
46%|████▌ | 4914/10770 [29:17<33:45, 2.89it/s]
1/1 [==============================] - 0s 239ms/step
46%|████▌ | 4915/10770 [29:18<33:23, 2.92it/s]
1/1 [==============================] - 0s 251ms/step
46%|████▌ | 4916/10770 [29:18<33:16, 2.93it/s]
1/1 [==============================] - 0s 278ms/step
46%|████▌ | 4917/10770 [29:18<33:37, 2.90it/s]
1/1 [==============================] - 0s 371ms/step
46%|████▌ | 4918/10770 [29:19<37:34, 2.60it/s]
1/1 [==============================] - 0s 371ms/step
46%|████▌ | 4919/10770 [29:19<39:37, 2.46it/s]
1/1 [==============================] - 0s 384ms/step
46%|████▌ | 4920/10770 [29:20<42:11, 2.31it/s]
1/1 [==============================] - 0s 403ms/step
46%|████▌ | 4921/10770 [29:20<44:51, 2.17it/s]
1/1 [==============================] - 0s 391ms/step
46%|████▌ | 4922/10770 [29:21<46:01, 2.12it/s]
1/1 [==============================] - 0s 421ms/step
46%|████▌ | 4923/10770 [29:21<46:58, 2.07it/s]
1/1 [==============================] - 0s 407ms/step
46%|████▌ | 4924/10770 [29:22<47:46, 2.04it/s]
1/1 [==============================] - 0s 390ms/step
46%|████▌ | 4925/10770 [29:22<47:02, 2.07it/s]
1/1 [==============================] - 0s 385ms/step
46%|████▌ | 4926/10770 [29:23<48:07, 2.02it/s]
1/1 [==============================] - 0s 376ms/step
46%|████▌ | 4927/10770 [29:23<47:59, 2.03it/s]
1/1 [==============================] - 0s 413ms/step
46%|████▌ | 4928/10770 [29:24<48:58, 1.99it/s]
1/1 [==============================] - 0s 323ms/step
46%|████▌ | 4929/10770 [29:24<47:25, 2.05it/s]
1/1 [==============================] - 0s 256ms/step
46%|████▌ | 4930/10770 [29:25<43:03, 2.26it/s]
1/1 [==============================] - 0s 261ms/step
46%|████▌ | 4931/10770 [29:25<40:40, 2.39it/s]
1/1 [==============================] - 0s 274ms/step
46%|████▌ | 4932/10770 [29:25<38:22, 2.54it/s]
1/1 [==============================] - 0s 258ms/step
46%|████▌ | 4933/10770 [29:26<36:28, 2.67it/s]
1/1 [==============================] - 0s 260ms/step
46%|████▌ | 4934/10770 [29:26<35:36, 2.73it/s]
1/1 [==============================] - 0s 264ms/step
46%|████▌ | 4935/10770 [29:26<34:39, 2.81it/s]
1/1 [==============================] - 0s 249ms/step
46%|████▌ | 4936/10770 [29:27<33:49, 2.87it/s]
1/1 [==============================] - 0s 258ms/step
46%|████▌ | 4937/10770 [29:27<33:58, 2.86it/s]
1/1 [==============================] - 0s 266ms/step
46%|████▌ | 4938/10770 [29:27<33:29, 2.90it/s]
1/1 [==============================] - 0s 257ms/step
46%|████▌ | 4939/10770 [29:28<33:01, 2.94it/s]
1/1 [==============================] - 0s 264ms/step
46%|████▌ | 4940/10770 [29:28<33:07, 2.93it/s]
1/1 [==============================] - 0s 254ms/step
46%|████▌ | 4941/10770 [29:28<33:00, 2.94it/s]
1/1 [==============================] - 0s 315ms/step
46%|████▌ | 4942/10770 [29:29<34:24, 2.82it/s]
1/1 [==============================] - 0s 263ms/step
46%|████▌ | 4943/10770 [29:29<34:22, 2.83it/s]
1/1 [==============================] - 0s 269ms/step
46%|████▌ | 4944/10770 [29:30<33:51, 2.87it/s]
1/1 [==============================] - 0s 264ms/step
46%|████▌ | 4945/10770 [29:30<33:34, 2.89it/s]
1/1 [==============================] - 0s 269ms/step
46%|████▌ | 4946/10770 [29:30<33:41, 2.88it/s]
1/1 [==============================] - 0s 267ms/step
46%|████▌ | 4947/10770 [29:31<33:22, 2.91it/s]
1/1 [==============================] - 0s 265ms/step
46%|████▌ | 4948/10770 [29:31<33:38, 2.88it/s]
1/1 [==============================] - 0s 270ms/step
46%|████▌ | 4949/10770 [29:31<33:32, 2.89it/s]
1/1 [==============================] - 0s 258ms/step
46%|████▌ | 4950/10770 [29:32<33:18, 2.91it/s]
1/1 [==============================] - 0s 275ms/step
46%|████▌ | 4951/10770 [29:32<33:25, 2.90it/s]
1/1 [==============================] - 0s 279ms/step
46%|████▌ | 4952/10770 [29:32<33:42, 2.88it/s]
1/1 [==============================] - 0s 264ms/step
46%|████▌ | 4953/10770 [29:33<33:24, 2.90it/s]
1/1 [==============================] - 0s 255ms/step
46%|████▌ | 4954/10770 [29:33<32:48, 2.95it/s]
1/1 [==============================] - 0s 273ms/step
46%|████▌ | 4955/10770 [29:33<32:58, 2.94it/s]
1/1 [==============================] - 0s 255ms/step
46%|████▌ | 4956/10770 [29:34<32:32, 2.98it/s]
1/1 [==============================] - 0s 283ms/step
46%|████▌ | 4957/10770 [29:34<33:03, 2.93it/s]
1/1 [==============================] - 0s 313ms/step
46%|████▌ | 4958/10770 [29:34<34:27, 2.81it/s]
1/1 [==============================] - 0s 419ms/step
46%|████▌ | 4959/10770 [29:35<39:22, 2.46it/s]
1/1 [==============================] - 0s 370ms/step
46%|████▌ | 4960/10770 [29:35<42:01, 2.30it/s]
1/1 [==============================] - 0s 358ms/step
46%|████▌ | 4961/10770 [29:36<41:45, 2.32it/s]
1/1 [==============================] - 0s 360ms/step
46%|████▌ | 4962/10770 [29:36<41:51, 2.31it/s]
1/1 [==============================] - 0s 416ms/step
46%|████▌ | 4963/10770 [29:37<50:56, 1.90it/s]
1/1 [==============================] - 0s 372ms/step
46%|████▌ | 4964/10770 [29:38<56:43, 1.71it/s]
1/1 [==============================] - 0s 360ms/step
46%|████▌ | 4965/10770 [29:38<1:00:26, 1.60it/s]
1/1 [==============================] - 0s 344ms/step
46%|████▌ | 4966/10770 [29:39<54:58, 1.76it/s]
1/1 [==============================] - 0s 378ms/step
46%|████▌ | 4967/10770 [29:39<52:06, 1.86it/s]
1/1 [==============================] - 0s 283ms/step
46%|████▌ | 4968/10770 [29:40<46:48, 2.07it/s]
1/1 [==============================] - 0s 268ms/step
46%|████▌ | 4969/10770 [29:40<42:28, 2.28it/s]
1/1 [==============================] - 0s 256ms/step
46%|████▌ | 4970/10770 [29:40<39:41, 2.44it/s]
1/1 [==============================] - 0s 271ms/step
46%|████▌ | 4971/10770 [29:41<37:55, 2.55it/s]
1/1 [==============================] - 0s 267ms/step
46%|████▌ | 4972/10770 [29:41<36:19, 2.66it/s]
1/1 [==============================] - 0s 260ms/step
46%|████▌ | 4973/10770 [29:41<34:59, 2.76it/s]
1/1 [==============================] - 0s 268ms/step
46%|████▌ | 4974/10770 [29:42<34:28, 2.80it/s]
1/1 [==============================] - 0s 266ms/step
46%|████▌ | 4975/10770 [29:42<33:45, 2.86it/s]
1/1 [==============================] - 0s 274ms/step
46%|████▌ | 4976/10770 [29:42<33:44, 2.86it/s]
1/1 [==============================] - 0s 261ms/step
46%|████▌ | 4977/10770 [29:43<33:30, 2.88it/s]
1/1 [==============================] - 0s 252ms/step
46%|████▌ | 4978/10770 [29:43<33:05, 2.92it/s]
1/1 [==============================] - 0s 265ms/step
46%|████▌ | 4979/10770 [29:43<32:58, 2.93it/s]
1/1 [==============================] - 0s 274ms/step
46%|████▌ | 4980/10770 [29:44<33:14, 2.90it/s]
1/1 [==============================] - 0s 255ms/step
46%|████▌ | 4981/10770 [29:44<35:52, 2.69it/s]
1/1 [==============================] - 0s 210ms/step
46%|████▋ | 4982/10770 [29:44<33:21, 2.89it/s]
1/1 [==============================] - 0s 269ms/step
46%|████▋ | 4983/10770 [29:45<33:39, 2.87it/s]
1/1 [==============================] - 0s 268ms/step
46%|████▋ | 4984/10770 [29:45<33:15, 2.90it/s]
1/1 [==============================] - 0s 272ms/step
46%|████▋ | 4985/10770 [29:46<33:13, 2.90it/s]
1/1 [==============================] - 0s 278ms/step
46%|████▋ | 4986/10770 [29:46<33:22, 2.89it/s]
1/1 [==============================] - 0s 263ms/step
46%|████▋ | 4987/10770 [29:46<32:50, 2.93it/s]
1/1 [==============================] - 0s 269ms/step
46%|████▋ | 4988/10770 [29:47<32:45, 2.94it/s]
1/1 [==============================] - 0s 290ms/step
46%|████▋ | 4989/10770 [29:47<33:21, 2.89it/s]
1/1 [==============================] - 0s 260ms/step
46%|████▋ | 4990/10770 [29:47<32:53, 2.93it/s]
1/1 [==============================] - 0s 261ms/step
46%|████▋ | 4991/10770 [29:48<32:54, 2.93it/s]
1/1 [==============================] - 0s 270ms/step
46%|████▋ | 4992/10770 [29:48<33:10, 2.90it/s]
1/1 [==============================] - 0s 259ms/step
46%|████▋ | 4993/10770 [29:48<32:52, 2.93it/s]
1/1 [==============================] - 0s 260ms/step
46%|████▋ | 4994/10770 [29:49<32:31, 2.96it/s]
1/1 [==============================] - 0s 283ms/step
46%|████▋ | 4995/10770 [29:49<33:02, 2.91it/s]
1/1 [==============================] - 0s 258ms/step
46%|████▋ | 4996/10770 [29:49<32:40, 2.95it/s]
1/1 [==============================] - 0s 377ms/step
46%|████▋ | 4997/10770 [29:50<46:04, 2.09it/s]
1/1 [==============================] - 0s 365ms/step
46%|████▋ | 4998/10770 [29:51<45:02, 2.14it/s]
1/1 [==============================] - 0s 369ms/step
46%|████▋ | 4999/10770 [29:51<45:39, 2.11it/s]
1/1 [==============================] - 0s 372ms/step
46%|████▋ | 5000/10770 [29:52<46:13, 2.08it/s]
1/1 [==============================] - 0s 376ms/step
46%|████▋ | 5001/10770 [29:52<45:54, 2.09it/s]
1/1 [==============================] - 0s 423ms/step
46%|████▋ | 5002/10770 [29:52<46:56, 2.05it/s]
1/1 [==============================] - 0s 404ms/step
46%|████▋ | 5003/10770 [29:53<47:42, 2.01it/s]
1/1 [==============================] - 0s 432ms/step
46%|████▋ | 5004/10770 [29:54<49:29, 1.94it/s]
1/1 [==============================] - 0s 396ms/step
46%|████▋ | 5005/10770 [29:54<49:44, 1.93it/s]
1/1 [==============================] - 0s 419ms/step
46%|████▋ | 5006/10770 [29:55<50:25, 1.91it/s]
1/1 [==============================] - 0s 259ms/step
46%|████▋ | 5007/10770 [29:55<44:46, 2.15it/s]
1/1 [==============================] - 0s 291ms/step
46%|████▋ | 5008/10770 [29:55<41:36, 2.31it/s]
1/1 [==============================] - 0s 273ms/step
47%|████▋ | 5009/10770 [29:56<38:52, 2.47it/s]
1/1 [==============================] - 0s 282ms/step
47%|████▋ | 5010/10770 [29:56<37:18, 2.57it/s]
1/1 [==============================] - 0s 277ms/step
47%|████▋ | 5011/10770 [29:56<36:15, 2.65it/s]
1/1 [==============================] - 0s 259ms/step
47%|████▋ | 5012/10770 [29:57<34:42, 2.76it/s]
1/1 [==============================] - 0s 272ms/step
47%|████▋ | 5013/10770 [29:57<34:06, 2.81it/s]
1/1 [==============================] - 0s 278ms/step
47%|████▋ | 5014/10770 [29:57<34:14, 2.80it/s]
1/1 [==============================] - 0s 256ms/step
47%|████▋ | 5015/10770 [29:58<33:43, 2.84it/s]
1/1 [==============================] - 0s 267ms/step
47%|████▋ | 5016/10770 [29:58<33:25, 2.87it/s]
1/1 [==============================] - 0s 300ms/step
47%|████▋ | 5017/10770 [29:58<34:50, 2.75it/s]
1/1 [==============================] - 0s 410ms/step
47%|████▋ | 5018/10770 [29:59<38:45, 2.47it/s]
1/1 [==============================] - 0s 338ms/step
47%|████▋ | 5019/10770 [30:00<49:04, 1.95it/s]
1/1 [==============================] - 0s 210ms/step
47%|████▋ | 5020/10770 [30:00<42:22, 2.26it/s]
1/1 [==============================] - 0s 264ms/step
47%|████▋ | 5021/10770 [30:00<39:13, 2.44it/s]
1/1 [==============================] - 0s 244ms/step
47%|████▋ | 5022/10770 [30:01<37:55, 2.53it/s]
1/1 [==============================] - 0s 278ms/step
47%|████▋ | 5023/10770 [30:01<36:47, 2.60it/s]
1/1 [==============================] - 0s 261ms/step
47%|████▋ | 5024/10770 [30:01<35:21, 2.71it/s]
1/1 [==============================] - 0s 265ms/step
47%|████▋ | 5025/10770 [30:02<34:57, 2.74it/s]
1/1 [==============================] - 0s 269ms/step
47%|████▋ | 5026/10770 [30:02<34:16, 2.79it/s]
1/1 [==============================] - 0s 258ms/step
47%|████▋ | 5027/10770 [30:02<33:33, 2.85it/s]
1/1 [==============================] - 0s 280ms/step
47%|████▋ | 5028/10770 [30:03<33:35, 2.85it/s]
1/1 [==============================] - 0s 273ms/step
47%|████▋ | 5029/10770 [30:03<33:49, 2.83it/s]
1/1 [==============================] - 0s 273ms/step
47%|████▋ | 5030/10770 [30:03<33:43, 2.84it/s]
1/1 [==============================] - 0s 276ms/step
47%|████▋ | 5031/10770 [30:04<33:40, 2.84it/s]
1/1 [==============================] - 0s 267ms/step
47%|████▋ | 5032/10770 [30:04<33:13, 2.88it/s]
1/1 [==============================] - 0s 276ms/step
47%|████▋ | 5033/10770 [30:05<33:16, 2.87it/s]
1/1 [==============================] - 0s 378ms/step
47%|████▋ | 5034/10770 [30:05<36:09, 2.64it/s]
1/1 [==============================] - 0s 371ms/step
47%|████▋ | 5035/10770 [30:05<38:43, 2.47it/s]
1/1 [==============================] - 0s 408ms/step
47%|████▋ | 5036/10770 [30:06<42:23, 2.25it/s]
1/1 [==============================] - 0s 374ms/step
47%|████▋ | 5037/10770 [30:06<42:29, 2.25it/s]
1/1 [==============================] - 0s 378ms/step
47%|████▋ | 5038/10770 [30:07<43:09, 2.21it/s]
1/1 [==============================] - 0s 366ms/step
47%|████▋ | 5039/10770 [30:08<51:38, 1.85it/s]
1/1 [==============================] - 0s 378ms/step
47%|████▋ | 5040/10770 [30:08<49:50, 1.92it/s]
1/1 [==============================] - 0s 399ms/step
47%|████▋ | 5041/10770 [30:09<56:34, 1.69it/s]
1/1 [==============================] - 0s 395ms/step
47%|████▋ | 5042/10770 [30:09<53:08, 1.80it/s]
1/1 [==============================] - 0s 376ms/step
47%|████▋ | 5043/10770 [30:10<59:24, 1.61it/s]
1/1 [==============================] - 0s 202ms/step
47%|████▋ | 5044/10770 [30:10<49:29, 1.93it/s]
1/1 [==============================] - 0s 255ms/step
47%|████▋ | 5045/10770 [30:11<44:08, 2.16it/s]
1/1 [==============================] - 0s 273ms/step
47%|████▋ | 5046/10770 [30:11<40:51, 2.34it/s]
1/1 [==============================] - 0s 271ms/step
47%|████▋ | 5047/10770 [30:11<39:30, 2.41it/s]
1/1 [==============================] - 0s 255ms/step
47%|████▋ | 5048/10770 [30:12<37:17, 2.56it/s]
1/1 [==============================] - 0s 261ms/step
47%|████▋ | 5049/10770 [30:12<35:42, 2.67it/s]
1/1 [==============================] - 0s 263ms/step
47%|████▋ | 5050/10770 [30:13<35:32, 2.68it/s]
1/1 [==============================] - 0s 257ms/step
47%|████▋ | 5051/10770 [30:13<34:17, 2.78it/s]
1/1 [==============================] - 0s 259ms/step
47%|████▋ | 5052/10770 [30:13<33:28, 2.85it/s]
1/1 [==============================] - 0s 257ms/step
47%|████▋ | 5053/10770 [30:14<33:38, 2.83it/s]
1/1 [==============================] - 0s 268ms/step
47%|████▋ | 5054/10770 [30:14<33:29, 2.85it/s]
1/1 [==============================] - 0s 261ms/step
47%|████▋ | 5055/10770 [30:14<33:01, 2.88it/s]
1/1 [==============================] - 0s 284ms/step
47%|████▋ | 5056/10770 [30:15<33:32, 2.84it/s]
1/1 [==============================] - 0s 263ms/step
47%|████▋ | 5057/10770 [30:15<32:59, 2.89it/s]
1/1 [==============================] - 0s 268ms/step
47%|████▋ | 5058/10770 [30:15<33:09, 2.87it/s]
1/1 [==============================] - 0s 278ms/step
47%|████▋ | 5059/10770 [30:16<33:34, 2.83it/s]
1/1 [==============================] - 0s 257ms/step
47%|████▋ | 5060/10770 [30:16<33:09, 2.87it/s]
1/1 [==============================] - 0s 262ms/step
47%|████▋ | 5061/10770 [30:16<32:35, 2.92it/s]
1/1 [==============================] - 0s 280ms/step
47%|████▋ | 5062/10770 [30:17<32:53, 2.89it/s]
1/1 [==============================] - 0s 265ms/step
47%|████▋ | 5063/10770 [30:17<34:42, 2.74it/s]
1/1 [==============================] - 0s 210ms/step
47%|████▋ | 5064/10770 [30:17<32:31, 2.92it/s]
1/1 [==============================] - 0s 273ms/step
47%|████▋ | 5065/10770 [30:18<32:40, 2.91it/s]
1/1 [==============================] - 0s 269ms/step
47%|████▋ | 5066/10770 [30:18<33:06, 2.87it/s]
1/1 [==============================] - 0s 273ms/step
47%|████▋ | 5067/10770 [30:18<32:59, 2.88it/s]
1/1 [==============================] - 0s 269ms/step
47%|████▋ | 5068/10770 [30:19<33:09, 2.87it/s]
1/1 [==============================] - 0s 242ms/step
47%|████▋ | 5069/10770 [30:19<32:37, 2.91it/s]
1/1 [==============================] - 0s 268ms/step
47%|████▋ | 5070/10770 [30:19<32:25, 2.93it/s]
1/1 [==============================] - 0s 277ms/step
47%|████▋ | 5071/10770 [30:20<32:40, 2.91it/s]
1/1 [==============================] - 0s 347ms/step
47%|████▋ | 5072/10770 [30:20<34:47, 2.73it/s]
1/1 [==============================] - 0s 414ms/step
47%|████▋ | 5073/10770 [30:21<38:39, 2.46it/s]
1/1 [==============================] - 0s 402ms/step
47%|████▋ | 5074/10770 [30:21<42:08, 2.25it/s]
1/1 [==============================] - 0s 395ms/step
47%|████▋ | 5075/10770 [30:22<44:04, 2.15it/s]
1/1 [==============================] - 0s 389ms/step
47%|████▋ | 5076/10770 [30:22<45:19, 2.09it/s]
1/1 [==============================] - 0s 394ms/step
47%|████▋ | 5077/10770 [30:23<54:18, 1.75it/s]
1/1 [==============================] - 0s 393ms/step
47%|████▋ | 5078/10770 [30:24<52:07, 1.82it/s]
1/1 [==============================] - 0s 454ms/step
47%|████▋ | 5079/10770 [30:24<52:26, 1.81it/s]
1/1 [==============================] - 0s 388ms/step
47%|████▋ | 5080/10770 [30:25<59:13, 1.60it/s]
1/1 [==============================] - 0s 204ms/step
47%|████▋ | 5081/10770 [30:25<50:16, 1.89it/s]
1/1 [==============================] - 0s 256ms/step
47%|████▋ | 5082/10770 [30:26<44:43, 2.12it/s]
1/1 [==============================] - 0s 258ms/step
47%|████▋ | 5083/10770 [30:26<40:42, 2.33it/s]
1/1 [==============================] - 0s 281ms/step
47%|████▋ | 5084/10770 [30:26<38:33, 2.46it/s]
1/1 [==============================] - 0s 271ms/step
47%|████▋ | 5085/10770 [30:27<36:46, 2.58it/s]
1/1 [==============================] - 0s 275ms/step
47%|████▋ | 5086/10770 [30:27<35:39, 2.66it/s]
1/1 [==============================] - 0s 287ms/step
47%|████▋ | 5087/10770 [30:27<35:14, 2.69it/s]
1/1 [==============================] - 0s 262ms/step
47%|████▋ | 5088/10770 [30:28<36:03, 2.63it/s]
1/1 [==============================] - 0s 213ms/step
47%|████▋ | 5089/10770 [30:28<33:20, 2.84it/s]
1/1 [==============================] - 0s 285ms/step
47%|████▋ | 5090/10770 [30:28<33:19, 2.84it/s]
1/1 [==============================] - 0s 263ms/step
47%|████▋ | 5091/10770 [30:29<33:04, 2.86it/s]
1/1 [==============================] - 0s 288ms/step
47%|████▋ | 5092/10770 [30:29<33:24, 2.83it/s]
1/1 [==============================] - 0s 269ms/step
47%|████▋ | 5093/10770 [30:29<33:12, 2.85it/s]
1/1 [==============================] - 0s 264ms/step
47%|████▋ | 5094/10770 [30:30<32:40, 2.89it/s]
1/1 [==============================] - 0s 280ms/step
47%|████▋ | 5095/10770 [30:30<32:45, 2.89it/s]
1/1 [==============================] - 0s 268ms/step
47%|████▋ | 5096/10770 [30:30<32:40, 2.89it/s]
1/1 [==============================] - 0s 259ms/step
47%|████▋ | 5097/10770 [30:31<32:07, 2.94it/s]
1/1 [==============================] - 0s 273ms/step
47%|████▋ | 5098/10770 [30:31<32:08, 2.94it/s]
1/1 [==============================] - 0s 287ms/step
47%|████▋ | 5099/10770 [30:31<32:39, 2.89it/s]
1/1 [==============================] - 0s 259ms/step
47%|████▋ | 5100/10770 [30:32<32:25, 2.91it/s]
1/1 [==============================] - 0s 263ms/step
47%|████▋ | 5101/10770 [30:32<32:14, 2.93it/s]
1/1 [==============================] - 0s 261ms/step
47%|████▋ | 5102/10770 [30:32<33:04, 2.86it/s]
1/1 [==============================] - 0s 265ms/step
47%|████▋ | 5103/10770 [30:33<32:32, 2.90it/s]
1/1 [==============================] - 0s 271ms/step
47%|████▋ | 5104/10770 [30:33<32:37, 2.89it/s]
1/1 [==============================] - 0s 289ms/step
47%|████▋ | 5105/10770 [30:33<33:09, 2.85it/s]
1/1 [==============================] - 0s 266ms/step
47%|████▋ | 5106/10770 [30:34<32:48, 2.88it/s]
1/1 [==============================] - 0s 255ms/step
47%|████▋ | 5107/10770 [30:34<32:01, 2.95it/s]
1/1 [==============================] - 0s 270ms/step
47%|████▋ | 5108/10770 [30:34<32:16, 2.92it/s]
1/1 [==============================] - 0s 262ms/step
47%|████▋ | 5109/10770 [30:35<32:05, 2.94it/s]
1/1 [==============================] - 0s 371ms/step
47%|████▋ | 5110/10770 [30:35<34:55, 2.70it/s]
1/1 [==============================] - 0s 403ms/step
47%|████▋ | 5111/10770 [30:36<38:07, 2.47it/s]
1/1 [==============================] - 0s 405ms/step
47%|████▋ | 5112/10770 [30:36<40:22, 2.34it/s]
1/1 [==============================] - 0s 443ms/step
47%|████▋ | 5113/10770 [30:37<50:43, 1.86it/s]
1/1 [==============================] - 0s 361ms/step
47%|████▋ | 5114/10770 [30:37<48:35, 1.94it/s]
1/1 [==============================] - 0s 448ms/step
47%|████▋ | 5115/10770 [30:38<50:23, 1.87it/s]
1/1 [==============================] - 0s 420ms/step
48%|████▊ | 5116/10770 [30:39<50:25, 1.87it/s]
1/1 [==============================] - 0s 380ms/step
48%|████▊ | 5117/10770 [30:39<48:25, 1.95it/s]
1/1 [==============================] - 0s 378ms/step
48%|████▊ | 5118/10770 [30:40<47:25, 1.99it/s]
1/1 [==============================] - 0s 366ms/step
48%|████▊ | 5119/10770 [30:40<53:46, 1.75it/s]
1/1 [==============================] - 0s 225ms/step
48%|████▊ | 5120/10770 [30:41<46:34, 2.02it/s]
1/1 [==============================] - 0s 294ms/step
48%|████▊ | 5121/10770 [30:41<42:47, 2.20it/s]
1/1 [==============================] - 0s 262ms/step
48%|████▊ | 5122/10770 [30:41<39:19, 2.39it/s]
1/1 [==============================] - 0s 268ms/step
48%|████▊ | 5123/10770 [30:42<37:07, 2.53it/s]
1/1 [==============================] - 0s 272ms/step
48%|████▊ | 5124/10770 [30:42<36:01, 2.61it/s]
1/1 [==============================] - 0s 271ms/step
48%|████▊ | 5125/10770 [30:42<34:51, 2.70it/s]
1/1 [==============================] - 0s 260ms/step
48%|████▊ | 5126/10770 [30:43<33:47, 2.78it/s]
1/1 [==============================] - 0s 281ms/step
48%|████▊ | 5127/10770 [30:43<33:34, 2.80it/s]
1/1 [==============================] - 0s 269ms/step
48%|████▊ | 5128/10770 [30:43<33:10, 2.83it/s]
1/1 [==============================] - 0s 263ms/step
48%|████▊ | 5129/10770 [30:44<32:28, 2.89it/s]
1/1 [==============================] - 0s 283ms/step
48%|████▊ | 5130/10770 [30:44<32:52, 2.86it/s]
1/1 [==============================] - 0s 258ms/step
48%|████▊ | 5131/10770 [30:44<32:24, 2.90it/s]
1/1 [==============================] - 0s 263ms/step
48%|████▊ | 5132/10770 [30:45<32:19, 2.91it/s]
1/1 [==============================] - 0s 268ms/step
48%|████▊ | 5133/10770 [30:45<34:27, 2.73it/s]
1/1 [==============================] - 0s 203ms/step
48%|████▊ | 5134/10770 [30:45<32:03, 2.93it/s]
1/1 [==============================] - 0s 256ms/step
48%|████▊ | 5135/10770 [30:46<32:04, 2.93it/s]
1/1 [==============================] - 0s 273ms/step
48%|████▊ | 5136/10770 [30:46<32:32, 2.89it/s]
1/1 [==============================] - 0s 261ms/step
48%|████▊ | 5137/10770 [30:46<32:33, 2.88it/s]
1/1 [==============================] - 0s 254ms/step
48%|████▊ | 5138/10770 [30:47<32:03, 2.93it/s]
1/1 [==============================] - 0s 280ms/step
48%|████▊ | 5139/10770 [30:47<32:40, 2.87it/s]
1/1 [==============================] - 0s 260ms/step
48%|████▊ | 5140/10770 [30:48<32:25, 2.89it/s]
1/1 [==============================] - 0s 276ms/step
48%|████▊ | 5141/10770 [30:48<32:51, 2.86it/s]
1/1 [==============================] - 0s 287ms/step
48%|████▊ | 5142/10770 [30:48<33:06, 2.83it/s]
1/1 [==============================] - 0s 261ms/step
48%|████▊ | 5143/10770 [30:49<32:35, 2.88it/s]
1/1 [==============================] - 0s 261ms/step
48%|████▊ | 5144/10770 [30:49<32:17, 2.90it/s]
1/1 [==============================] - 0s 274ms/step
48%|████▊ | 5145/10770 [30:49<32:14, 2.91it/s]
1/1 [==============================] - 0s 257ms/step
48%|████▊ | 5146/10770 [30:50<32:08, 2.92it/s]
1/1 [==============================] - 0s 254ms/step
48%|████▊ | 5147/10770 [30:50<31:48, 2.95it/s]
1/1 [==============================] - 0s 279ms/step
48%|████▊ | 5148/10770 [30:50<32:11, 2.91it/s]
1/1 [==============================] - 0s 352ms/step
48%|████▊ | 5149/10770 [30:51<34:47, 2.69it/s]
1/1 [==============================] - 0s 398ms/step
48%|████▊ | 5150/10770 [30:51<38:48, 2.41it/s]
1/1 [==============================] - 0s 366ms/step
48%|████▊ | 5151/10770 [30:52<40:15, 2.33it/s]
1/1 [==============================] - 0s 372ms/step
48%|████▊ | 5152/10770 [30:52<49:43, 1.88it/s]
1/1 [==============================] - 0s 363ms/step
48%|████▊ | 5153/10770 [30:53<47:36, 1.97it/s]
1/1 [==============================] - 0s 447ms/step
48%|████▊ | 5154/10770 [30:53<49:25, 1.89it/s]
1/1 [==============================] - 0s 432ms/step
48%|████▊ | 5155/10770 [30:54<56:49, 1.65it/s]
1/1 [==============================] - 0s 377ms/step
48%|████▊ | 5156/10770 [30:55<1:01:19, 1.53it/s]
1/1 [==============================] - 0s 199ms/step
48%|████▊ | 5157/10770 [30:55<50:40, 1.85it/s]
1/1 [==============================] - 0s 277ms/step
48%|████▊ | 5158/10770 [30:56<45:18, 2.06it/s]
1/1 [==============================] - 0s 271ms/step
48%|████▊ | 5159/10770 [30:56<41:26, 2.26it/s]
1/1 [==============================] - 0s 256ms/step
48%|████▊ | 5160/10770 [30:56<38:10, 2.45it/s]
1/1 [==============================] - 0s 274ms/step
48%|████▊ | 5161/10770 [30:57<36:31, 2.56it/s]
1/1 [==============================] - 0s 273ms/step
48%|████▊ | 5162/10770 [30:57<35:13, 2.65it/s]
1/1 [==============================] - 0s 265ms/step
48%|████▊ | 5163/10770 [30:57<34:01, 2.75it/s]
1/1 [==============================] - 0s 280ms/step
48%|████▊ | 5164/10770 [30:58<33:32, 2.79it/s]
1/1 [==============================] - 0s 268ms/step
48%|████▊ | 5165/10770 [30:58<32:55, 2.84it/s]
1/1 [==============================] - 0s 262ms/step
48%|████▊ | 5166/10770 [30:58<32:25, 2.88it/s]
1/1 [==============================] - 0s 274ms/step
48%|████▊ | 5167/10770 [30:59<32:39, 2.86it/s]
1/1 [==============================] - 0s 286ms/step
48%|████▊ | 5168/10770 [30:59<33:11, 2.81it/s]
1/1 [==============================] - 0s 265ms/step
48%|████▊ | 5169/10770 [30:59<32:51, 2.84it/s]
1/1 [==============================] - 0s 265ms/step
48%|████▊ | 5170/10770 [31:00<32:31, 2.87it/s]
1/1 [==============================] - 0s 266ms/step
48%|████▊ | 5171/10770 [31:00<32:14, 2.89it/s]
1/1 [==============================] - 0s 263ms/step
48%|████▊ | 5172/10770 [31:00<31:54, 2.92it/s]
1/1 [==============================] - 0s 272ms/step
48%|████▊ | 5173/10770 [31:01<31:58, 2.92it/s]
1/1 [==============================] - 0s 268ms/step
48%|████▊ | 5174/10770 [31:01<33:38, 2.77it/s]
1/1 [==============================] - 0s 214ms/step
48%|████▊ | 5175/10770 [31:01<31:27, 2.96it/s]
1/1 [==============================] - 0s 283ms/step
48%|████▊ | 5176/10770 [31:02<31:46, 2.93it/s]
1/1 [==============================] - 0s 260ms/step
48%|████▊ | 5177/10770 [31:02<31:40, 2.94it/s]
1/1 [==============================] - 0s 267ms/step
48%|████▊ | 5178/10770 [31:03<31:50, 2.93it/s]
1/1 [==============================] - 0s 281ms/step
48%|████▊ | 5179/10770 [31:03<32:31, 2.87it/s]
1/1 [==============================] - 0s 270ms/step
48%|████▊ | 5180/10770 [31:03<33:53, 2.75it/s]
1/1 [==============================] - 0s 206ms/step
48%|████▊ | 5181/10770 [31:04<32:03, 2.91it/s]
1/1 [==============================] - 0s 289ms/step
48%|████▊ | 5182/10770 [31:04<32:33, 2.86it/s]
1/1 [==============================] - 0s 259ms/step
48%|████▊ | 5183/10770 [31:04<31:58, 2.91it/s]
1/1 [==============================] - 0s 265ms/step
48%|████▊ | 5184/10770 [31:05<31:45, 2.93it/s]
1/1 [==============================] - 0s 269ms/step
48%|████▊ | 5185/10770 [31:05<31:48, 2.93it/s]
1/1 [==============================] - 0s 392ms/step
48%|████▊ | 5186/10770 [31:05<35:05, 2.65it/s]
1/1 [==============================] - 0s 385ms/step
48%|████▊ | 5187/10770 [31:06<37:30, 2.48it/s]
1/1 [==============================] - 0s 362ms/step
48%|████▊ | 5188/10770 [31:06<39:04, 2.38it/s]
1/1 [==============================] - 0s 406ms/step
48%|████▊ | 5189/10770 [31:07<42:03, 2.21it/s]
1/1 [==============================] - 0s 396ms/step
48%|████▊ | 5190/10770 [31:08<52:21, 1.78it/s]
1/1 [==============================] - 0s 406ms/step
48%|████▊ | 5191/10770 [31:08<50:52, 1.83it/s]
1/1 [==============================] - 0s 349ms/step
48%|████▊ | 5192/10770 [31:09<47:53, 1.94it/s]
1/1 [==============================] - 0s 414ms/step
48%|████▊ | 5193/10770 [31:09<48:02, 1.93it/s]
1/1 [==============================] - 0s 395ms/step
48%|████▊ | 5194/10770 [31:10<47:56, 1.94it/s]
1/1 [==============================] - 0s 398ms/step
48%|████▊ | 5195/10770 [31:10<55:00, 1.69it/s]
1/1 [==============================] - 0s 201ms/step
48%|████▊ | 5196/10770 [31:11<46:03, 2.02it/s]
1/1 [==============================] - 0s 260ms/step
48%|████▊ | 5197/10770 [31:11<41:29, 2.24it/s]
1/1 [==============================] - 0s 275ms/step
48%|████▊ | 5198/10770 [31:11<38:42, 2.40it/s]
1/1 [==============================] - 0s 258ms/step
48%|████▊ | 5199/10770 [31:12<36:36, 2.54it/s]
1/1 [==============================] - 0s 255ms/step
48%|████▊ | 5200/10770 [31:12<34:51, 2.66it/s]
1/1 [==============================] - 0s 269ms/step
48%|████▊ | 5201/10770 [31:12<34:17, 2.71it/s]
1/1 [==============================] - 0s 255ms/step
48%|████▊ | 5202/10770 [31:13<33:20, 2.78it/s]
1/1 [==============================] - 0s 268ms/step
48%|████▊ | 5203/10770 [31:13<32:41, 2.84it/s]
1/1 [==============================] - 0s 277ms/step
48%|████▊ | 5204/10770 [31:13<32:31, 2.85it/s]
1/1 [==============================] - 0s 263ms/step
48%|████▊ | 5205/10770 [31:14<31:59, 2.90it/s]
1/1 [==============================] - 0s 277ms/step
48%|████▊ | 5206/10770 [31:14<32:02, 2.89it/s]
1/1 [==============================] - 0s 277ms/step
48%|████▊ | 5207/10770 [31:14<32:08, 2.88it/s]
1/1 [==============================] - 0s 274ms/step
48%|████▊ | 5208/10770 [31:15<32:03, 2.89it/s]
1/1 [==============================] - 0s 256ms/step
48%|████▊ | 5209/10770 [31:15<31:32, 2.94it/s]
1/1 [==============================] - 0s 275ms/step
48%|████▊ | 5210/10770 [31:15<31:38, 2.93it/s]
1/1 [==============================] - 0s 279ms/step
48%|████▊ | 5211/10770 [31:16<31:43, 2.92it/s]
1/1 [==============================] - 0s 249ms/step
48%|████▊ | 5212/10770 [31:16<31:47, 2.91it/s]
1/1 [==============================] - 0s 273ms/step
48%|████▊ | 5213/10770 [31:17<32:15, 2.87it/s]
1/1 [==============================] - 0s 265ms/step
48%|████▊ | 5214/10770 [31:17<32:01, 2.89it/s]
1/1 [==============================] - 0s 260ms/step
48%|████▊ | 5215/10770 [31:17<31:34, 2.93it/s]
1/1 [==============================] - 0s 285ms/step
48%|████▊ | 5216/10770 [31:18<31:55, 2.90it/s]
1/1 [==============================] - 0s 282ms/step
48%|████▊ | 5217/10770 [31:18<32:13, 2.87it/s]
1/1 [==============================] - 0s 262ms/step
48%|████▊ | 5218/10770 [31:18<31:50, 2.91it/s]
1/1 [==============================] - 0s 283ms/step
48%|████▊ | 5219/10770 [31:19<32:12, 2.87it/s]
1/1 [==============================] - 0s 254ms/step
48%|████▊ | 5220/10770 [31:19<32:03, 2.89it/s]
1/1 [==============================] - 0s 268ms/step
48%|████▊ | 5221/10770 [31:19<32:02, 2.89it/s]
1/1 [==============================] - 0s 268ms/step
48%|████▊ | 5222/10770 [31:20<31:54, 2.90it/s]
1/1 [==============================] - 0s 249ms/step
48%|████▊ | 5223/10770 [31:20<32:02, 2.88it/s]
1/1 [==============================] - 0s 259ms/step
49%|████▊ | 5224/10770 [31:20<31:38, 2.92it/s]
1/1 [==============================] - 0s 408ms/step
49%|████▊ | 5225/10770 [31:21<35:22, 2.61it/s]
1/1 [==============================] - 0s 446ms/step
49%|████▊ | 5226/10770 [31:21<40:32, 2.28it/s]
1/1 [==============================] - 0s 421ms/step
49%|████▊ | 5227/10770 [31:22<43:03, 2.15it/s]
1/1 [==============================] - 0s 438ms/step
49%|████▊ | 5228/10770 [31:22<45:32, 2.03it/s]
1/1 [==============================] - 0s 441ms/step
49%|████▊ | 5229/10770 [31:23<46:53, 1.97it/s]
1/1 [==============================] - 0s 357ms/step
49%|████▊ | 5230/10770 [31:23<45:52, 2.01it/s]
1/1 [==============================] - 0s 384ms/step
49%|████▊ | 5231/10770 [31:24<46:11, 2.00it/s]
1/1 [==============================] - 0s 444ms/step
49%|████▊ | 5232/10770 [31:25<54:58, 1.68it/s]
1/1 [==============================] - 0s 345ms/step
49%|████▊ | 5233/10770 [31:26<59:10, 1.56it/s]
1/1 [==============================] - 0s 204ms/step
49%|████▊ | 5234/10770 [31:26<49:22, 1.87it/s]
1/1 [==============================] - 0s 273ms/step
49%|████▊ | 5235/10770 [31:26<44:10, 2.09it/s]
1/1 [==============================] - 0s 253ms/step
49%|████▊ | 5236/10770 [31:27<39:59, 2.31it/s]
1/1 [==============================] - 0s 263ms/step
49%|████▊ | 5237/10770 [31:27<37:09, 2.48it/s]
1/1 [==============================] - 0s 270ms/step
49%|████▊ | 5238/10770 [31:27<35:30, 2.60it/s]
1/1 [==============================] - 0s 253ms/step
49%|████▊ | 5239/10770 [31:28<34:03, 2.71it/s]
1/1 [==============================] - 0s 268ms/step
49%|████▊ | 5240/10770 [31:28<33:12, 2.78it/s]
1/1 [==============================] - 0s 283ms/step
49%|████▊ | 5241/10770 [31:28<32:49, 2.81it/s]
1/1 [==============================] - 0s 278ms/step
49%|████▊ | 5242/10770 [31:29<32:27, 2.84it/s]
1/1 [==============================] - 0s 274ms/step
49%|████▊ | 5243/10770 [31:29<32:16, 2.85it/s]
1/1 [==============================] - 0s 317ms/step
49%|████▊ | 5244/10770 [31:29<33:18, 2.77it/s]
1/1 [==============================] - 0s 260ms/step
49%|████▊ | 5245/10770 [31:30<32:39, 2.82it/s]
1/1 [==============================] - 0s 279ms/step
49%|████▊ | 5246/10770 [31:30<32:28, 2.84it/s]
1/1 [==============================] - 0s 277ms/step
49%|████▊ | 5247/10770 [31:30<32:35, 2.82it/s]
1/1 [==============================] - 0s 276ms/step
49%|████▊ | 5248/10770 [31:31<32:46, 2.81it/s]
1/1 [==============================] - 0s 274ms/step
49%|████▊ | 5249/10770 [31:31<32:22, 2.84it/s]
1/1 [==============================] - 0s 282ms/step
49%|████▊ | 5250/10770 [31:31<32:23, 2.84it/s]
1/1 [==============================] - 0s 261ms/step
49%|████▉ | 5251/10770 [31:32<31:47, 2.89it/s]
1/1 [==============================] - 0s 271ms/step
49%|████▉ | 5252/10770 [31:32<33:10, 2.77it/s]
1/1 [==============================] - 0s 218ms/step
49%|████▉ | 5253/10770 [31:32<31:21, 2.93it/s]
1/1 [==============================] - 0s 260ms/step
49%|████▉ | 5254/10770 [31:33<31:09, 2.95it/s]
1/1 [==============================] - 0s 273ms/step
49%|████▉ | 5255/10770 [31:33<31:08, 2.95it/s]
1/1 [==============================] - 0s 270ms/step
49%|████▉ | 5256/10770 [31:33<31:29, 2.92it/s]
1/1 [==============================] - 0s 274ms/step
49%|████▉ | 5257/10770 [31:34<31:39, 2.90it/s]
1/1 [==============================] - 0s 252ms/step
49%|████▉ | 5258/10770 [31:34<31:20, 2.93it/s]
1/1 [==============================] - 0s 256ms/step
49%|████▉ | 5259/10770 [31:34<31:54, 2.88it/s]
1/1 [==============================] - 0s 256ms/step
49%|████▉ | 5260/10770 [31:35<31:10, 2.95it/s]
1/1 [==============================] - 0s 252ms/step
49%|████▉ | 5261/10770 [31:35<31:26, 2.92it/s]
1/1 [==============================] - 0s 314ms/step
49%|████▉ | 5262/10770 [31:36<32:45, 2.80it/s]
1/1 [==============================] - 0s 398ms/step
49%|████▉ | 5263/10770 [31:36<43:15, 2.12it/s]
1/1 [==============================] - 0s 387ms/step
49%|████▉ | 5264/10770 [31:37<43:20, 2.12it/s]
1/1 [==============================] - 0s 409ms/step
49%|████▉ | 5265/10770 [31:37<50:14, 1.83it/s]
1/1 [==============================] - 0s 367ms/step
49%|████▉ | 5266/10770 [31:38<47:41, 1.92it/s]
1/1 [==============================] - 0s 361ms/step
49%|████▉ | 5267/10770 [31:39<53:30, 1.71it/s]
1/1 [==============================] - 0s 382ms/step
49%|████▉ | 5268/10770 [31:39<50:26, 1.82it/s]
1/1 [==============================] - 0s 360ms/step
49%|████▉ | 5269/10770 [31:40<47:19, 1.94it/s]
1/1 [==============================] - 0s 401ms/step
49%|████▉ | 5270/10770 [31:40<54:37, 1.68it/s]
1/1 [==============================] - 0s 197ms/step
49%|████▉ | 5271/10770 [31:41<45:34, 2.01it/s]
1/1 [==============================] - 0s 279ms/step
49%|████▉ | 5272/10770 [31:41<41:28, 2.21it/s]
1/1 [==============================] - 0s 270ms/step
49%|████▉ | 5273/10770 [31:41<38:22, 2.39it/s]
1/1 [==============================] - 0s 261ms/step
49%|████▉ | 5274/10770 [31:42<35:53, 2.55it/s]
1/1 [==============================] - 0s 284ms/step
49%|████▉ | 5275/10770 [31:42<34:54, 2.62it/s]
1/1 [==============================] - 0s 283ms/step
49%|████▉ | 5276/10770 [31:42<34:07, 2.68it/s]
1/1 [==============================] - 0s 266ms/step
49%|████▉ | 5277/10770 [31:43<32:59, 2.77it/s]
1/1 [==============================] - 0s 289ms/step
49%|████▉ | 5278/10770 [31:43<33:14, 2.75it/s]
1/1 [==============================] - 0s 279ms/step
49%|████▉ | 5279/10770 [31:43<33:01, 2.77it/s]
1/1 [==============================] - 0s 258ms/step
49%|████▉ | 5280/10770 [31:44<32:07, 2.85it/s]
1/1 [==============================] - 0s 286ms/step
49%|████▉ | 5281/10770 [31:44<32:10, 2.84it/s]
1/1 [==============================] - 0s 264ms/step
49%|████▉ | 5282/10770 [31:44<31:53, 2.87it/s]
1/1 [==============================] - 0s 276ms/step
49%|████▉ | 5283/10770 [31:45<31:51, 2.87it/s]
1/1 [==============================] - 0s 282ms/step
49%|████▉ | 5284/10770 [31:45<31:59, 2.86it/s]
1/1 [==============================] - 0s 269ms/step
49%|████▉ | 5285/10770 [31:45<31:41, 2.88it/s]
1/1 [==============================] - 0s 274ms/step
49%|████▉ | 5286/10770 [31:46<31:28, 2.90it/s]
1/1 [==============================] - 0s 270ms/step
49%|████▉ | 5287/10770 [31:46<31:45, 2.88it/s]
1/1 [==============================] - 0s 267ms/step
49%|████▉ | 5288/10770 [31:46<31:27, 2.90it/s]
1/1 [==============================] - 0s 259ms/step
49%|████▉ | 5289/10770 [31:47<31:18, 2.92it/s]
1/1 [==============================] - 0s 269ms/step
49%|████▉ | 5290/10770 [31:47<31:30, 2.90it/s]
1/1 [==============================] - 0s 261ms/step
49%|████▉ | 5291/10770 [31:48<31:24, 2.91it/s]
1/1 [==============================] - 0s 272ms/step
49%|████▉ | 5292/10770 [31:48<31:16, 2.92it/s]
1/1 [==============================] - 0s 275ms/step
49%|████▉ | 5293/10770 [31:48<31:21, 2.91it/s]
1/1 [==============================] - 0s 263ms/step
49%|████▉ | 5294/10770 [31:49<31:22, 2.91it/s]
1/1 [==============================] - 0s 271ms/step
49%|████▉ | 5295/10770 [31:49<31:24, 2.90it/s]
1/1 [==============================] - 0s 281ms/step
49%|████▉ | 5296/10770 [31:49<31:34, 2.89it/s]
1/1 [==============================] - 0s 272ms/step
49%|████▉ | 5297/10770 [31:50<31:26, 2.90it/s]
1/1 [==============================] - 0s 261ms/step
49%|████▉ | 5298/10770 [31:50<31:06, 2.93it/s]
1/1 [==============================] - 0s 281ms/step
49%|████▉ | 5299/10770 [31:50<31:12, 2.92it/s]
1/1 [==============================] - 0s 376ms/step
49%|████▉ | 5300/10770 [31:51<35:13, 2.59it/s]
1/1 [==============================] - 0s 351ms/step
49%|████▉ | 5301/10770 [31:51<36:37, 2.49it/s]
1/1 [==============================] - 0s 394ms/step
49%|████▉ | 5302/10770 [31:52<39:05, 2.33it/s]
1/1 [==============================] - 0s 378ms/step
49%|████▉ | 5303/10770 [31:52<40:31, 2.25it/s]
1/1 [==============================] - 0s 428ms/step
49%|████▉ | 5304/10770 [31:53<42:16, 2.16it/s]
1/1 [==============================] - 0s 415ms/step
49%|████▉ | 5305/10770 [31:53<43:42, 2.08it/s]
1/1 [==============================] - 0s 412ms/step
49%|████▉ | 5306/10770 [31:54<44:19, 2.05it/s]
1/1 [==============================] - 0s 402ms/step
49%|████▉ | 5307/10770 [31:54<44:19, 2.05it/s]
1/1 [==============================] - 0s 402ms/step
49%|████▉ | 5308/10770 [31:55<51:44, 1.76it/s]
1/1 [==============================] - 0s 362ms/step
49%|████▉ | 5309/10770 [31:56<56:02, 1.62it/s]
1/1 [==============================] - 0s 292ms/step
49%|████▉ | 5310/10770 [31:56<49:49, 1.83it/s]
1/1 [==============================] - 0s 253ms/step
49%|████▉ | 5311/10770 [31:56<44:13, 2.06it/s]
1/1 [==============================] - 0s 274ms/step
49%|████▉ | 5312/10770 [31:57<40:38, 2.24it/s]
1/1 [==============================] - 0s 255ms/step
49%|████▉ | 5313/10770 [31:57<37:41, 2.41it/s]
1/1 [==============================] - 0s 253ms/step
49%|████▉ | 5314/10770 [31:57<35:14, 2.58it/s]
1/1 [==============================] - 0s 265ms/step
49%|████▉ | 5315/10770 [31:58<33:59, 2.68it/s]
1/1 [==============================] - 0s 261ms/step
49%|████▉ | 5316/10770 [31:58<33:02, 2.75it/s]
1/1 [==============================] - 0s 260ms/step
49%|████▉ | 5317/10770 [31:58<32:05, 2.83it/s]
1/1 [==============================] - 0s 284ms/step
49%|████▉ | 5318/10770 [31:59<32:09, 2.83it/s]
1/1 [==============================] - 0s 262ms/step
49%|████▉ | 5319/10770 [31:59<31:26, 2.89it/s]
1/1 [==============================] - 0s 308ms/step
49%|████▉ | 5320/10770 [31:59<32:25, 2.80it/s]
1/1 [==============================] - 0s 302ms/step
49%|████▉ | 5321/10770 [32:00<32:41, 2.78it/s]
1/1 [==============================] - 0s 276ms/step
49%|████▉ | 5322/10770 [32:00<32:48, 2.77it/s]
1/1 [==============================] - 0s 268ms/step
49%|████▉ | 5323/10770 [32:01<32:17, 2.81it/s]
1/1 [==============================] - 0s 282ms/step
49%|████▉ | 5324/10770 [32:01<32:20, 2.81it/s]
1/1 [==============================] - 0s 245ms/step
49%|████▉ | 5325/10770 [32:01<31:49, 2.85it/s]
1/1 [==============================] - 0s 261ms/step
49%|████▉ | 5326/10770 [32:02<31:20, 2.90it/s]
1/1 [==============================] - 0s 289ms/step
49%|████▉ | 5327/10770 [32:02<32:49, 2.76it/s]
1/1 [==============================] - 0s 237ms/step
49%|████▉ | 5328/10770 [32:02<31:25, 2.89it/s]
1/1 [==============================] - 0s 254ms/step
49%|████▉ | 5329/10770 [32:03<31:01, 2.92it/s]
1/1 [==============================] - 0s 299ms/step
49%|████▉ | 5330/10770 [32:03<31:53, 2.84it/s]
1/1 [==============================] - 0s 259ms/step
49%|████▉ | 5331/10770 [32:03<31:30, 2.88it/s]
1/1 [==============================] - 0s 267ms/step
50%|████▉ | 5332/10770 [32:04<31:11, 2.91it/s]
1/1 [==============================] - 0s 285ms/step
50%|████▉ | 5333/10770 [32:04<31:57, 2.84it/s]
1/1 [==============================] - 0s 268ms/step
50%|████▉ | 5334/10770 [32:04<31:33, 2.87it/s]
1/1 [==============================] - 0s 262ms/step
50%|████▉ | 5335/10770 [32:05<31:13, 2.90it/s]
1/1 [==============================] - 0s 282ms/step
50%|████▉ | 5336/10770 [32:05<31:26, 2.88it/s]
1/1 [==============================] - 0s 269ms/step
50%|████▉ | 5337/10770 [32:05<31:13, 2.90it/s]
1/1 [==============================] - 0s 241ms/step
50%|████▉ | 5338/10770 [32:06<31:12, 2.90it/s]
1/1 [==============================] - 0s 366ms/step
50%|████▉ | 5339/10770 [32:06<33:54, 2.67it/s]
1/1 [==============================] - 0s 386ms/step
50%|████▉ | 5340/10770 [32:07<36:29, 2.48it/s]
1/1 [==============================] - 0s 435ms/step
50%|████▉ | 5341/10770 [32:07<39:47, 2.27it/s]
1/1 [==============================] - 0s 364ms/step
50%|████▉ | 5342/10770 [32:08<47:33, 1.90it/s]
1/1 [==============================] - 0s 344ms/step
50%|████▉ | 5343/10770 [32:08<45:12, 2.00it/s]
1/1 [==============================] - 0s 392ms/step
50%|████▉ | 5344/10770 [32:09<45:56, 1.97it/s]
1/1 [==============================] - 0s 423ms/step
50%|████▉ | 5345/10770 [32:09<47:12, 1.92it/s]
1/1 [==============================] - 0s 418ms/step
50%|████▉ | 5346/10770 [32:10<48:04, 1.88it/s]
1/1 [==============================] - 0s 412ms/step
50%|████▉ | 5347/10770 [32:11<47:55, 1.89it/s]
1/1 [==============================] - 0s 381ms/step
50%|████▉ | 5348/10770 [32:11<53:19, 1.69it/s]
1/1 [==============================] - 0s 249ms/step
50%|████▉ | 5349/10770 [32:12<46:39, 1.94it/s]
1/1 [==============================] - 0s 269ms/step
50%|████▉ | 5350/10770 [32:12<41:47, 2.16it/s]
1/1 [==============================] - 0s 278ms/step
50%|████▉ | 5351/10770 [32:12<38:54, 2.32it/s]
1/1 [==============================] - 0s 279ms/step
50%|████▉ | 5352/10770 [32:13<36:37, 2.47it/s]
1/1 [==============================] - 0s 276ms/step
50%|████▉ | 5353/10770 [32:13<35:03, 2.58it/s]
1/1 [==============================] - 0s 263ms/step
50%|████▉ | 5354/10770 [32:13<33:32, 2.69it/s]
1/1 [==============================] - 0s 283ms/step
50%|████▉ | 5355/10770 [32:14<33:15, 2.71it/s]
1/1 [==============================] - 0s 290ms/step
50%|████▉ | 5356/10770 [32:14<33:17, 2.71it/s]
1/1 [==============================] - 0s 259ms/step
50%|████▉ | 5357/10770 [32:14<32:15, 2.80it/s]
1/1 [==============================] - 0s 286ms/step
50%|████▉ | 5358/10770 [32:15<32:22, 2.79it/s]
1/1 [==============================] - 0s 275ms/step
50%|████▉ | 5359/10770 [32:15<32:17, 2.79it/s]
1/1 [==============================] - 0s 272ms/step
50%|████▉ | 5360/10770 [32:15<31:46, 2.84it/s]
1/1 [==============================] - 0s 277ms/step
50%|████▉ | 5361/10770 [32:16<33:20, 2.70it/s]
1/1 [==============================] - 0s 237ms/step
50%|████▉ | 5362/10770 [32:16<31:42, 2.84it/s]
1/1 [==============================] - 0s 268ms/step
50%|████▉ | 5363/10770 [32:17<31:29, 2.86it/s]
1/1 [==============================] - 0s 285ms/step
50%|████▉ | 5364/10770 [32:17<31:51, 2.83it/s]
1/1 [==============================] - 0s 256ms/step
50%|████▉ | 5365/10770 [32:17<31:29, 2.86it/s]
1/1 [==============================] - 0s 262ms/step
50%|████▉ | 5366/10770 [32:18<31:32, 2.86it/s]
1/1 [==============================] - 0s 279ms/step
50%|████▉ | 5367/10770 [32:18<31:32, 2.85it/s]
1/1 [==============================] - 0s 272ms/step
50%|████▉ | 5368/10770 [32:18<31:33, 2.85it/s]
1/1 [==============================] - 0s 262ms/step
50%|████▉ | 5369/10770 [32:19<31:09, 2.89it/s]
1/1 [==============================] - 0s 293ms/step
50%|████▉ | 5370/10770 [32:19<32:00, 2.81it/s]
1/1 [==============================] - 0s 258ms/step
50%|████▉ | 5371/10770 [32:19<31:21, 2.87it/s]
1/1 [==============================] - 0s 269ms/step
50%|████▉ | 5372/10770 [32:20<31:03, 2.90it/s]
1/1 [==============================] - 0s 293ms/step
50%|████▉ | 5373/10770 [32:20<31:30, 2.85it/s]
1/1 [==============================] - 0s 257ms/step
50%|████▉ | 5374/10770 [32:20<31:10, 2.89it/s]
1/1 [==============================] - 0s 273ms/step
50%|████▉ | 5375/10770 [32:21<31:07, 2.89it/s]
1/1 [==============================] - 0s 295ms/step
50%|████▉ | 5376/10770 [32:21<31:36, 2.84it/s]
1/1 [==============================] - 0s 251ms/step
50%|████▉ | 5377/10770 [32:21<31:40, 2.84it/s]
1/1 [==============================] - 0s 388ms/step
50%|████▉ | 5378/10770 [32:22<35:18, 2.54it/s]
1/1 [==============================] - 0s 388ms/step
50%|████▉ | 5379/10770 [32:22<38:13, 2.35it/s]
1/1 [==============================] - 0s 397ms/step
50%|████▉ | 5380/10770 [32:23<41:02, 2.19it/s]
1/1 [==============================] - 0s 424ms/step
50%|████▉ | 5381/10770 [32:23<43:36, 2.06it/s]
1/1 [==============================] - 0s 406ms/step
50%|████▉ | 5382/10770 [32:24<52:03, 1.73it/s]
1/1 [==============================] - 0s 361ms/step
50%|████▉ | 5383/10770 [32:25<56:00, 1.60it/s]
1/1 [==============================] - 0s 385ms/step
50%|████▉ | 5384/10770 [32:26<58:56, 1.52it/s]
1/1 [==============================] - 0s 334ms/step
50%|█████ | 5385/10770 [32:26<52:52, 1.70it/s]
1/1 [==============================] - 0s 279ms/step
50%|█████ | 5386/10770 [32:27<46:32, 1.93it/s]
1/1 [==============================] - 0s 270ms/step
50%|█████ | 5387/10770 [32:27<41:44, 2.15it/s]
1/1 [==============================] - 0s 255ms/step
50%|█████ | 5388/10770 [32:27<38:23, 2.34it/s]
1/1 [==============================] - 0s 277ms/step
50%|█████ | 5389/10770 [32:28<36:27, 2.46it/s]
1/1 [==============================] - 0s 272ms/step
50%|█████ | 5390/10770 [32:28<34:47, 2.58it/s]
1/1 [==============================] - 0s 265ms/step
50%|█████ | 5391/10770 [32:28<33:40, 2.66it/s]
1/1 [==============================] - 0s 275ms/step
50%|█████ | 5392/10770 [32:29<33:14, 2.70it/s]
1/1 [==============================] - 0s 266ms/step
50%|█████ | 5393/10770 [32:29<32:15, 2.78it/s]
1/1 [==============================] - 0s 267ms/step
50%|█████ | 5394/10770 [32:29<31:46, 2.82it/s]
1/1 [==============================] - 0s 316ms/step
50%|█████ | 5395/10770 [32:30<32:36, 2.75it/s]
1/1 [==============================] - 0s 278ms/step
50%|█████ | 5396/10770 [32:30<32:08, 2.79it/s]
1/1 [==============================] - 0s 272ms/step
50%|█████ | 5397/10770 [32:30<31:41, 2.83it/s]
1/1 [==============================] - 0s 275ms/step
50%|█████ | 5398/10770 [32:31<31:38, 2.83it/s]
1/1 [==============================] - 0s 249ms/step
50%|█████ | 5399/10770 [32:31<31:38, 2.83it/s]
1/1 [==============================] - 0s 271ms/step
50%|█████ | 5400/10770 [32:31<31:47, 2.82it/s]
1/1 [==============================] - 0s 270ms/step
50%|█████ | 5401/10770 [32:32<33:09, 2.70it/s]
1/1 [==============================] - 0s 221ms/step
50%|█████ | 5402/10770 [32:32<31:30, 2.84it/s]
1/1 [==============================] - 0s 264ms/step
50%|█████ | 5403/10770 [32:32<31:01, 2.88it/s]
1/1 [==============================] - 0s 285ms/step
50%|█████ | 5404/10770 [32:33<31:18, 2.86it/s]
1/1 [==============================] - 0s 273ms/step
50%|█████ | 5405/10770 [32:33<31:17, 2.86it/s]
1/1 [==============================] - 0s 262ms/step
50%|█████ | 5406/10770 [32:34<30:59, 2.89it/s]
1/1 [==============================] - 0s 268ms/step
50%|█████ | 5407/10770 [32:34<30:56, 2.89it/s]
1/1 [==============================] - 0s 276ms/step
50%|█████ | 5408/10770 [32:34<30:57, 2.89it/s]
1/1 [==============================] - 0s 271ms/step
50%|█████ | 5409/10770 [32:35<30:52, 2.89it/s]
1/1 [==============================] - 0s 284ms/step
50%|█████ | 5410/10770 [32:35<31:36, 2.83it/s]
1/1 [==============================] - 0s 273ms/step
50%|█████ | 5411/10770 [32:35<31:31, 2.83it/s]
1/1 [==============================] - 0s 264ms/step
50%|█████ | 5412/10770 [32:36<31:04, 2.87it/s]
1/1 [==============================] - 0s 272ms/step
50%|█████ | 5413/10770 [32:36<31:04, 2.87it/s]
1/1 [==============================] - 0s 344ms/step
50%|█████ | 5414/10770 [32:36<32:59, 2.71it/s]
1/1 [==============================] - 0s 389ms/step
50%|█████ | 5415/10770 [32:37<36:39, 2.43it/s]
1/1 [==============================] - 0s 437ms/step
50%|█████ | 5416/10770 [32:37<40:59, 2.18it/s]
1/1 [==============================] - 0s 410ms/step
50%|█████ | 5417/10770 [32:38<42:48, 2.08it/s]
1/1 [==============================] - 0s 434ms/step
50%|█████ | 5418/10770 [32:39<44:21, 2.01it/s]
1/1 [==============================] - 0s 393ms/step
50%|█████ | 5419/10770 [32:39<44:53, 1.99it/s]
1/1 [==============================] - 0s 440ms/step
50%|█████ | 5420/10770 [32:40<51:54, 1.72it/s]
1/1 [==============================] - 0s 395ms/step
50%|█████ | 5421/10770 [32:40<49:48, 1.79it/s]
1/1 [==============================] - 0s 387ms/step
50%|█████ | 5422/10770 [32:41<47:16, 1.89it/s]
1/1 [==============================] - 0s 406ms/step
50%|█████ | 5423/10770 [32:42<53:42, 1.66it/s]
1/1 [==============================] - 0s 206ms/step
50%|█████ | 5424/10770 [32:42<45:01, 1.98it/s]
1/1 [==============================] - 0s 271ms/step
50%|█████ | 5425/10770 [32:42<40:35, 2.19it/s]
1/1 [==============================] - 0s 248ms/step
50%|█████ | 5426/10770 [32:43<37:55, 2.35it/s]
1/1 [==============================] - 0s 254ms/step
50%|█████ | 5427/10770 [32:43<35:31, 2.51it/s]
1/1 [==============================] - 0s 267ms/step
50%|█████ | 5428/10770 [32:43<33:54, 2.63it/s]
1/1 [==============================] - 0s 263ms/step
50%|█████ | 5429/10770 [32:44<33:16, 2.67it/s]
1/1 [==============================] - 0s 272ms/step
50%|█████ | 5430/10770 [32:44<32:32, 2.74it/s]
1/1 [==============================] - 0s 261ms/step
50%|█████ | 5431/10770 [32:44<33:21, 2.67it/s]
1/1 [==============================] - 0s 213ms/step
50%|█████ | 5432/10770 [32:45<31:47, 2.80it/s]
1/1 [==============================] - 0s 272ms/step
50%|█████ | 5433/10770 [32:45<31:35, 2.82it/s]
1/1 [==============================] - 0s 255ms/step
50%|█████ | 5434/10770 [32:45<31:09, 2.85it/s]
1/1 [==============================] - 0s 251ms/step
50%|█████ | 5435/10770 [32:46<31:21, 2.83it/s]
1/1 [==============================] - 0s 267ms/step
50%|█████ | 5436/10770 [32:46<30:59, 2.87it/s]
1/1 [==============================] - 0s 265ms/step
50%|█████ | 5437/10770 [32:46<30:42, 2.89it/s]
1/1 [==============================] - 0s 288ms/step
50%|█████ | 5438/10770 [32:47<31:06, 2.86it/s]
1/1 [==============================] - 0s 275ms/step
51%|█████ | 5439/10770 [32:47<31:12, 2.85it/s]
1/1 [==============================] - 0s 276ms/step
51%|█████ | 5440/10770 [32:47<31:10, 2.85it/s]
1/1 [==============================] - 0s 263ms/step
51%|█████ | 5441/10770 [32:48<31:20, 2.83it/s]
1/1 [==============================] - 0s 274ms/step
51%|█████ | 5442/10770 [32:48<31:41, 2.80it/s]
1/1 [==============================] - 0s 267ms/step
51%|█████ | 5443/10770 [32:48<31:25, 2.82it/s]
1/1 [==============================] - 0s 289ms/step
51%|█████ | 5444/10770 [32:49<31:49, 2.79it/s]
1/1 [==============================] - 0s 259ms/step
51%|█████ | 5445/10770 [32:49<31:07, 2.85it/s]
1/1 [==============================] - 0s 250ms/step
51%|█████ | 5446/10770 [32:50<30:35, 2.90it/s]
1/1 [==============================] - 0s 277ms/step
51%|█████ | 5447/10770 [32:50<30:44, 2.89it/s]
1/1 [==============================] - 0s 268ms/step
51%|█████ | 5448/10770 [32:50<32:09, 2.76it/s]
1/1 [==============================] - 0s 211ms/step
51%|█████ | 5449/10770 [32:51<29:57, 2.96it/s]
1/1 [==============================] - 0s 287ms/step
51%|█████ | 5450/10770 [32:51<30:22, 2.92it/s]
1/1 [==============================] - 0s 286ms/step
51%|█████ | 5451/10770 [32:51<30:35, 2.90it/s]
1/1 [==============================] - 0s 344ms/step
51%|█████ | 5452/10770 [32:52<32:30, 2.73it/s]
1/1 [==============================] - 0s 396ms/step
51%|█████ | 5453/10770 [32:52<36:28, 2.43it/s]
1/1 [==============================] - 0s 359ms/step
51%|█████ | 5454/10770 [32:53<38:43, 2.29it/s]
1/1 [==============================] - 0s 415ms/step
51%|█████ | 5455/10770 [32:53<47:57, 1.85it/s]
1/1 [==============================] - 0s 362ms/step
51%|█████ | 5456/10770 [32:54<53:35, 1.65it/s]
1/1 [==============================] - 0s 386ms/step
51%|█████ | 5457/10770 [32:55<49:30, 1.79it/s]
1/1 [==============================] - 0s 433ms/step
51%|█████ | 5458/10770 [32:55<49:04, 1.80it/s]
1/1 [==============================] - 0s 405ms/step
51%|█████ | 5459/10770 [32:56<48:36, 1.82it/s]
1/1 [==============================] - 0s 399ms/step
51%|█████ | 5460/10770 [32:56<47:35, 1.86it/s]
1/1 [==============================] - 0s 284ms/step
51%|█████ | 5461/10770 [32:57<43:56, 2.01it/s]
1/1 [==============================] - 0s 271ms/step
51%|█████ | 5462/10770 [32:57<39:56, 2.21it/s]
1/1 [==============================] - 0s 276ms/step
51%|█████ | 5463/10770 [32:57<37:48, 2.34it/s]
1/1 [==============================] - 0s 257ms/step
51%|█████ | 5464/10770 [32:58<35:18, 2.50it/s]
1/1 [==============================] - 0s 276ms/step
51%|█████ | 5465/10770 [32:58<34:24, 2.57it/s]
1/1 [==============================] - 0s 279ms/step
51%|█████ | 5466/10770 [32:58<33:33, 2.63it/s]
1/1 [==============================] - 0s 264ms/step
51%|█████ | 5467/10770 [32:59<32:26, 2.72it/s]
1/1 [==============================] - 0s 258ms/step
51%|█████ | 5468/10770 [32:59<31:45, 2.78it/s]
1/1 [==============================] - 0s 287ms/step
51%|█████ | 5469/10770 [32:59<31:44, 2.78it/s]
1/1 [==============================] - 0s 295ms/step
51%|█████ | 5470/10770 [33:00<31:55, 2.77it/s]
1/1 [==============================] - 0s 283ms/step
51%|█████ | 5471/10770 [33:00<31:45, 2.78it/s]
1/1 [==============================] - 0s 289ms/step
51%|█████ | 5472/10770 [33:01<31:47, 2.78it/s]
1/1 [==============================] - 0s 277ms/step
51%|█████ | 5473/10770 [33:01<31:29, 2.80it/s]
1/1 [==============================] - 0s 267ms/step
51%|█████ | 5474/10770 [33:01<31:02, 2.84it/s]
1/1 [==============================] - 0s 277ms/step
51%|█████ | 5475/10770 [33:02<31:03, 2.84it/s]
1/1 [==============================] - 0s 269ms/step
51%|█████ | 5476/10770 [33:02<31:04, 2.84it/s]
1/1 [==============================] - 0s 273ms/step
51%|█████ | 5477/10770 [33:02<31:10, 2.83it/s]
1/1 [==============================] - 0s 290ms/step
51%|█████ | 5478/10770 [33:03<31:26, 2.81it/s]
1/1 [==============================] - 0s 279ms/step
51%|█████ | 5479/10770 [33:03<31:17, 2.82it/s]
1/1 [==============================] - 0s 273ms/step
51%|█████ | 5480/10770 [33:03<31:13, 2.82it/s]
1/1 [==============================] - 0s 282ms/step
51%|█████ | 5481/10770 [33:04<31:32, 2.79it/s]
1/1 [==============================] - 0s 276ms/step
51%|█████ | 5482/10770 [33:04<31:41, 2.78it/s]
1/1 [==============================] - 0s 267ms/step
51%|█████ | 5483/10770 [33:04<31:20, 2.81it/s]
1/1 [==============================] - 0s 290ms/step
51%|█████ | 5484/10770 [33:05<31:30, 2.80it/s]
1/1 [==============================] - 0s 271ms/step
51%|█████ | 5485/10770 [33:05<31:08, 2.83it/s]
1/1 [==============================] - 0s 270ms/step
51%|█████ | 5486/10770 [33:06<31:02, 2.84it/s]
1/1 [==============================] - 0s 280ms/step
51%|█████ | 5487/10770 [33:06<31:26, 2.80it/s]
1/1 [==============================] - 0s 273ms/step
51%|█████ | 5488/10770 [33:06<31:04, 2.83it/s]
1/1 [==============================] - 0s 341ms/step
51%|█████ | 5489/10770 [33:07<32:50, 2.68it/s]
1/1 [==============================] - 0s 396ms/step
51%|█████ | 5490/10770 [33:07<43:12, 2.04it/s]
1/1 [==============================] - 0s 378ms/step
51%|█████ | 5491/10770 [33:08<43:00, 2.05it/s]
1/1 [==============================] - 0s 376ms/step
51%|█████ | 5492/10770 [33:08<42:09, 2.09it/s]
1/1 [==============================] - 0s 428ms/step
51%|█████ | 5493/10770 [33:09<49:18, 1.78it/s]
1/1 [==============================] - 0s 392ms/step
51%|█████ | 5494/10770 [33:10<47:07, 1.87it/s]
1/1 [==============================] - 0s 395ms/step
51%|█████ | 5495/10770 [33:10<46:38, 1.88it/s]
1/1 [==============================] - 0s 397ms/step
51%|█████ | 5496/10770 [33:11<46:11, 1.90it/s]
1/1 [==============================] - 0s 426ms/step
51%|█████ | 5497/10770 [33:11<46:43, 1.88it/s]
1/1 [==============================] - 0s 393ms/step
51%|█████ | 5498/10770 [33:12<53:11, 1.65it/s]
1/1 [==============================] - 0s 222ms/step
51%|█████ | 5499/10770 [33:12<44:53, 1.96it/s]
1/1 [==============================] - 0s 262ms/step
51%|█████ | 5500/10770 [33:13<40:13, 2.18it/s]
1/1 [==============================] - 0s 274ms/step
51%|█████ | 5501/10770 [33:13<37:04, 2.37it/s]
1/1 [==============================] - 0s 298ms/step
51%|█████ | 5502/10770 [33:13<35:35, 2.47it/s]
1/1 [==============================] - 0s 259ms/step
51%|█████ | 5503/10770 [33:14<33:44, 2.60it/s]
1/1 [==============================] - 0s 273ms/step
51%|█████ | 5504/10770 [33:14<32:37, 2.69it/s]
1/1 [==============================] - 0s 286ms/step
51%|█████ | 5505/10770 [33:14<32:12, 2.73it/s]
1/1 [==============================] - 0s 263ms/step
51%|█████ | 5506/10770 [33:15<31:24, 2.79it/s]
1/1 [==============================] - 0s 265ms/step
51%|█████ | 5507/10770 [33:15<30:59, 2.83it/s]
1/1 [==============================] - 0s 288ms/step
51%|█████ | 5508/10770 [33:15<31:00, 2.83it/s]
1/1 [==============================] - 0s 251ms/step
51%|█████ | 5509/10770 [33:16<30:42, 2.86it/s]
1/1 [==============================] - 0s 282ms/step
51%|█████ | 5510/10770 [33:16<30:47, 2.85it/s]
1/1 [==============================] - 0s 278ms/step
51%|█████ | 5511/10770 [33:16<30:52, 2.84it/s]
1/1 [==============================] - 0s 258ms/step
51%|█████ | 5512/10770 [33:17<30:23, 2.88it/s]
1/1 [==============================] - 0s 268ms/step
51%|█████ | 5513/10770 [33:17<30:06, 2.91it/s]
1/1 [==============================] - 0s 282ms/step
51%|█████ | 5514/10770 [33:17<30:20, 2.89it/s]
1/1 [==============================] - 0s 258ms/step
51%|█████ | 5515/10770 [33:18<30:01, 2.92it/s]
1/1 [==============================] - 0s 273ms/step
51%|█████ | 5516/10770 [33:18<29:58, 2.92it/s]
1/1 [==============================] - 0s 283ms/step
51%|█████ | 5517/10770 [33:18<30:25, 2.88it/s]
1/1 [==============================] - 0s 262ms/step
51%|█████ | 5518/10770 [33:19<29:58, 2.92it/s]
1/1 [==============================] - 0s 278ms/step
51%|█████ | 5519/10770 [33:19<30:07, 2.90it/s]
1/1 [==============================] - 0s 270ms/step
51%|█████▏ | 5520/10770 [33:19<30:44, 2.85it/s]
1/1 [==============================] - 0s 272ms/step
51%|█████▏ | 5521/10770 [33:20<30:46, 2.84it/s]
1/1 [==============================] - 0s 262ms/step
51%|█████▏ | 5522/10770 [33:20<30:13, 2.89it/s]
1/1 [==============================] - 0s 278ms/step
51%|█████▏ | 5523/10770 [33:21<30:48, 2.84it/s]
1/1 [==============================] - 0s 284ms/step
51%|█████▏ | 5524/10770 [33:21<30:46, 2.84it/s]
1/1 [==============================] - 0s 267ms/step
51%|█████▏ | 5525/10770 [33:21<30:16, 2.89it/s]
1/1 [==============================] - 0s 288ms/step
51%|█████▏ | 5526/10770 [33:22<30:47, 2.84it/s]
1/1 [==============================] - 0s 356ms/step
51%|█████▏ | 5527/10770 [33:22<40:46, 2.14it/s]
1/1 [==============================] - 0s 388ms/step
51%|█████▏ | 5528/10770 [33:23<40:38, 2.15it/s]
1/1 [==============================] - 0s 364ms/step
51%|█████▏ | 5529/10770 [33:23<41:15, 2.12it/s]
1/1 [==============================] - 0s 408ms/step
51%|█████▏ | 5530/10770 [33:24<42:27, 2.06it/s]
1/1 [==============================] - 0s 350ms/step
51%|█████▏ | 5531/10770 [33:24<42:53, 2.04it/s]
1/1 [==============================] - 0s 416ms/step
51%|█████▏ | 5532/10770 [33:25<43:25, 2.01it/s]
1/1 [==============================] - 0s 397ms/step
51%|█████▏ | 5533/10770 [33:25<43:51, 1.99it/s]
1/1 [==============================] - 0s 357ms/step
51%|█████▏ | 5534/10770 [33:26<41:51, 2.08it/s]
1/1 [==============================] - 0s 403ms/step
51%|█████▏ | 5535/10770 [33:26<42:12, 2.07it/s]
1/1 [==============================] - 0s 383ms/step
51%|█████▏ | 5536/10770 [33:27<42:46, 2.04it/s]
1/1 [==============================] - 0s 398ms/step
51%|█████▏ | 5537/10770 [33:27<43:00, 2.03it/s]
1/1 [==============================] - 0s 360ms/step
51%|█████▏ | 5538/10770 [33:28<42:57, 2.03it/s]
1/1 [==============================] - 0s 285ms/step
51%|█████▏ | 5539/10770 [33:28<39:23, 2.21it/s]
1/1 [==============================] - 0s 273ms/step
51%|█████▏ | 5540/10770 [33:28<36:37, 2.38it/s]
1/1 [==============================] - 0s 271ms/step
51%|█████▏ | 5541/10770 [33:29<34:35, 2.52it/s]
1/1 [==============================] - 0s 260ms/step
51%|█████▏ | 5542/10770 [33:29<33:41, 2.59it/s]
1/1 [==============================] - 0s 261ms/step
51%|█████▏ | 5543/10770 [33:29<32:20, 2.69it/s]
1/1 [==============================] - 0s 303ms/step
51%|█████▏ | 5544/10770 [33:30<32:20, 2.69it/s]
1/1 [==============================] - 0s 284ms/step
51%|█████▏ | 5545/10770 [33:30<32:18, 2.70it/s]
1/1 [==============================] - 0s 265ms/step
51%|█████▏ | 5546/10770 [33:31<31:31, 2.76it/s]
1/1 [==============================] - 0s 280ms/step
52%|█████▏ | 5547/10770 [33:31<31:21, 2.78it/s]
1/1 [==============================] - 0s 281ms/step
52%|█████▏ | 5548/10770 [33:31<31:10, 2.79it/s]
1/1 [==============================] - 0s 278ms/step
52%|█████▏ | 5549/10770 [33:32<30:47, 2.83it/s]
1/1 [==============================] - 0s 278ms/step
52%|█████▏ | 5550/10770 [33:32<30:44, 2.83it/s]
1/1 [==============================] - 0s 283ms/step
52%|█████▏ | 5551/10770 [33:32<30:57, 2.81it/s]
1/1 [==============================] - 0s 265ms/step
52%|█████▏ | 5552/10770 [33:33<30:41, 2.83it/s]
1/1 [==============================] - 0s 267ms/step
52%|█████▏ | 5553/10770 [33:33<30:37, 2.84it/s]
1/1 [==============================] - 0s 293ms/step
52%|█████▏ | 5554/10770 [33:33<30:57, 2.81it/s]
1/1 [==============================] - 0s 258ms/step
52%|█████▏ | 5555/10770 [33:34<30:27, 2.85it/s]
1/1 [==============================] - 0s 263ms/step
52%|█████▏ | 5556/10770 [33:34<30:16, 2.87it/s]
1/1 [==============================] - 0s 280ms/step
52%|█████▏ | 5557/10770 [33:34<30:18, 2.87it/s]
1/1 [==============================] - 0s 259ms/step
52%|█████▏ | 5558/10770 [33:35<29:46, 2.92it/s]
1/1 [==============================] - 0s 274ms/step
52%|█████▏ | 5559/10770 [33:35<30:14, 2.87it/s]
1/1 [==============================] - 0s 279ms/step
52%|█████▏ | 5560/10770 [33:35<30:14, 2.87it/s]
1/1 [==============================] - 0s 254ms/step
52%|█████▏ | 5561/10770 [33:36<29:41, 2.92it/s]
1/1 [==============================] - 0s 261ms/step
52%|█████▏ | 5562/10770 [33:36<29:44, 2.92it/s]
1/1 [==============================] - 0s 282ms/step
52%|█████▏ | 5563/10770 [33:36<29:59, 2.89it/s]
1/1 [==============================] - 0s 258ms/step
52%|█████▏ | 5564/10770 [33:37<29:52, 2.90it/s]
1/1 [==============================] - 0s 265ms/step
52%|█████▏ | 5565/10770 [33:37<29:40, 2.92it/s]
1/1 [==============================] - 0s 295ms/step
52%|█████▏ | 5566/10770 [33:38<30:13, 2.87it/s]
1/1 [==============================] - 0s 356ms/step
52%|█████▏ | 5567/10770 [33:38<32:19, 2.68it/s]
1/1 [==============================] - 0s 408ms/step
52%|█████▏ | 5568/10770 [33:38<35:21, 2.45it/s]
1/1 [==============================] - 0s 436ms/step
52%|█████▏ | 5569/10770 [33:39<38:11, 2.27it/s]
1/1 [==============================] - 0s 425ms/step
52%|█████▏ | 5570/10770 [33:39<40:24, 2.15it/s]
1/1 [==============================] - 0s 427ms/step
52%|█████▏ | 5571/10770 [33:40<41:02, 2.11it/s]
1/1 [==============================] - 0s 375ms/step
52%|█████▏ | 5572/10770 [33:40<41:48, 2.07it/s]
1/1 [==============================] - 0s 454ms/step
52%|█████▏ | 5573/10770 [33:41<43:00, 2.01it/s]
1/1 [==============================] - 0s 427ms/step
52%|█████▏ | 5574/10770 [33:42<43:10, 2.01it/s]
1/1 [==============================] - 0s 437ms/step
52%|█████▏ | 5575/10770 [33:42<45:15, 1.91it/s]
1/1 [==============================] - 0s 403ms/step
52%|█████▏ | 5576/10770 [33:43<45:03, 1.92it/s]
1/1 [==============================] - 0s 411ms/step
52%|█████▏ | 5577/10770 [33:43<44:23, 1.95it/s]
1/1 [==============================] - 0s 375ms/step
52%|█████▏ | 5578/10770 [33:44<42:49, 2.02it/s]
1/1 [==============================] - 0s 368ms/step
52%|█████▏ | 5579/10770 [33:44<41:39, 2.08it/s]
1/1 [==============================] - 0s 266ms/step
52%|█████▏ | 5580/10770 [33:44<37:54, 2.28it/s]
1/1 [==============================] - 0s 272ms/step
52%|█████▏ | 5581/10770 [33:45<35:41, 2.42it/s]
1/1 [==============================] - 0s 289ms/step
52%|█████▏ | 5582/10770 [33:45<34:10, 2.53it/s]
1/1 [==============================] - 0s 283ms/step
52%|█████▏ | 5583/10770 [33:45<33:02, 2.62it/s]
1/1 [==============================] - 0s 272ms/step
52%|█████▏ | 5584/10770 [33:46<32:07, 2.69it/s]
1/1 [==============================] - 0s 285ms/step
52%|█████▏ | 5585/10770 [33:46<31:52, 2.71it/s]
1/1 [==============================] - 0s 278ms/step
52%|█████▏ | 5586/10770 [33:47<33:07, 2.61it/s]
1/1 [==============================] - 0s 213ms/step
52%|█████▏ | 5587/10770 [33:47<30:42, 2.81it/s]
1/1 [==============================] - 0s 290ms/step
52%|█████▏ | 5588/10770 [33:47<30:46, 2.81it/s]
1/1 [==============================] - 0s 279ms/step
52%|█████▏ | 5589/10770 [33:48<30:35, 2.82it/s]
1/1 [==============================] - 0s 272ms/step
52%|█████▏ | 5590/10770 [33:48<30:13, 2.86it/s]
1/1 [==============================] - 0s 290ms/step
52%|█████▏ | 5591/10770 [33:48<30:28, 2.83it/s]
1/1 [==============================] - 0s 263ms/step
52%|█████▏ | 5592/10770 [33:49<29:59, 2.88it/s]
1/1 [==============================] - 0s 260ms/step
52%|█████▏ | 5593/10770 [33:49<31:28, 2.74it/s]
1/1 [==============================] - 0s 226ms/step
52%|█████▏ | 5594/10770 [33:49<29:42, 2.90it/s]
1/1 [==============================] - 0s 271ms/step
52%|█████▏ | 5595/10770 [33:50<29:30, 2.92it/s]
1/1 [==============================] - 0s 279ms/step
52%|█████▏ | 5596/10770 [33:50<29:32, 2.92it/s]
1/1 [==============================] - 0s 280ms/step
52%|█████▏ | 5597/10770 [33:50<30:22, 2.84it/s]
1/1 [==============================] - 0s 264ms/step
52%|█████▏ | 5598/10770 [33:51<29:58, 2.88it/s]
1/1 [==============================] - 0s 274ms/step
52%|█████▏ | 5599/10770 [33:51<29:52, 2.88it/s]
1/1 [==============================] - 0s 296ms/step
52%|█████▏ | 5600/10770 [33:51<30:19, 2.84it/s]
1/1 [==============================] - 0s 274ms/step
52%|█████▏ | 5601/10770 [33:52<30:07, 2.86it/s]
1/1 [==============================] - 0s 286ms/step
52%|█████▏ | 5602/10770 [33:52<30:21, 2.84it/s]
1/1 [==============================] - 0s 295ms/step
52%|█████▏ | 5603/10770 [33:52<30:43, 2.80it/s]
1/1 [==============================] - 0s 283ms/step
52%|█████▏ | 5604/10770 [33:53<30:35, 2.81it/s]
1/1 [==============================] - 0s 273ms/step
52%|█████▏ | 5605/10770 [33:53<30:30, 2.82it/s]
1/1 [==============================] - 0s 310ms/step
52%|█████▏ | 5606/10770 [33:54<31:21, 2.74it/s]
1/1 [==============================] - 0s 280ms/step
52%|█████▏ | 5607/10770 [33:54<30:55, 2.78it/s]
1/1 [==============================] - 0s 372ms/step
52%|█████▏ | 5608/10770 [33:55<40:57, 2.10it/s]
1/1 [==============================] - 0s 389ms/step
52%|█████▏ | 5609/10770 [33:55<47:56, 1.79it/s]
1/1 [==============================] - 0s 359ms/step
52%|█████▏ | 5610/10770 [33:56<44:53, 1.92it/s]
1/1 [==============================] - 0s 367ms/step
52%|█████▏ | 5611/10770 [33:56<43:29, 1.98it/s]
1/1 [==============================] - 0s 417ms/step
52%|█████▏ | 5612/10770 [33:57<42:50, 2.01it/s]
1/1 [==============================] - 0s 397ms/step
52%|█████▏ | 5613/10770 [33:57<42:35, 2.02it/s]
1/1 [==============================] - 0s 391ms/step
52%|█████▏ | 5614/10770 [33:58<41:48, 2.06it/s]
1/1 [==============================] - 0s 376ms/step
52%|█████▏ | 5615/10770 [33:58<40:47, 2.11it/s]
1/1 [==============================] - 0s 418ms/step
52%|█████▏ | 5616/10770 [33:59<48:58, 1.75it/s]
1/1 [==============================] - 0s 305ms/step
52%|█████▏ | 5617/10770 [33:59<44:43, 1.92it/s]
1/1 [==============================] - 0s 271ms/step
52%|█████▏ | 5618/10770 [34:00<40:09, 2.14it/s]
1/1 [==============================] - 0s 307ms/step
52%|█████▏ | 5619/10770 [34:00<38:30, 2.23it/s]
1/1 [==============================] - 0s 237ms/step
52%|█████▏ | 5620/10770 [34:01<50:14, 1.71it/s]
1/1 [==============================] - 0s 263ms/step
52%|█████▏ | 5621/10770 [34:01<44:04, 1.95it/s]
1/1 [==============================] - 0s 275ms/step
52%|█████▏ | 5622/10770 [34:02<40:01, 2.14it/s]
1/1 [==============================] - 0s 296ms/step
52%|█████▏ | 5623/10770 [34:02<37:51, 2.27it/s]
1/1 [==============================] - 0s 270ms/step
52%|█████▏ | 5624/10770 [34:02<35:23, 2.42it/s]
1/1 [==============================] - 0s 274ms/step
52%|█████▏ | 5625/10770 [34:03<33:57, 2.52it/s]
1/1 [==============================] - 0s 275ms/step
52%|█████▏ | 5626/10770 [34:03<33:14, 2.58it/s]
1/1 [==============================] - 0s 284ms/step
52%|█████▏ | 5627/10770 [34:04<32:47, 2.61it/s]
1/1 [==============================] - 0s 274ms/step
52%|█████▏ | 5628/10770 [34:04<32:11, 2.66it/s]
1/1 [==============================] - 0s 288ms/step
52%|█████▏ | 5629/10770 [34:04<31:53, 2.69it/s]
1/1 [==============================] - 0s 271ms/step
52%|█████▏ | 5630/10770 [34:05<31:50, 2.69it/s]
1/1 [==============================] - 0s 274ms/step
52%|█████▏ | 5631/10770 [34:05<31:31, 2.72it/s]
1/1 [==============================] - 0s 285ms/step
52%|█████▏ | 5632/10770 [34:05<31:17, 2.74it/s]
1/1 [==============================] - 0s 274ms/step
52%|█████▏ | 5633/10770 [34:06<31:11, 2.74it/s]
1/1 [==============================] - 0s 270ms/step
52%|█████▏ | 5634/10770 [34:06<30:46, 2.78it/s]
1/1 [==============================] - 0s 293ms/step
52%|█████▏ | 5635/10770 [34:06<31:07, 2.75it/s]
1/1 [==============================] - 0s 258ms/step
52%|█████▏ | 5636/10770 [34:07<30:37, 2.79it/s]
1/1 [==============================] - 0s 274ms/step
52%|█████▏ | 5637/10770 [34:07<30:37, 2.79it/s]
1/1 [==============================] - 0s 290ms/step
52%|█████▏ | 5638/10770 [34:08<32:18, 2.65it/s]
1/1 [==============================] - 0s 225ms/step
52%|█████▏ | 5639/10770 [34:08<30:46, 2.78it/s]
1/1 [==============================] - 0s 266ms/step
52%|█████▏ | 5640/10770 [34:08<30:47, 2.78it/s]
1/1 [==============================] - 0s 267ms/step
52%|█████▏ | 5641/10770 [34:09<31:15, 2.73it/s]
1/1 [==============================] - 0s 270ms/step
52%|█████▏ | 5642/10770 [34:09<31:03, 2.75it/s]
1/1 [==============================] - 0s 288ms/step
52%|█████▏ | 5643/10770 [34:09<31:19, 2.73it/s]
1/1 [==============================] - 0s 420ms/step
52%|█████▏ | 5644/10770 [34:10<42:43, 2.00it/s]
1/1 [==============================] - 0s 393ms/step
52%|█████▏ | 5645/10770 [34:11<42:22, 2.02it/s]
1/1 [==============================] - 0s 417ms/step
52%|█████▏ | 5646/10770 [34:11<43:31, 1.96it/s]
1/1 [==============================] - 0s 473ms/step
52%|█████▏ | 5647/10770 [34:12<45:13, 1.89it/s]
1/1 [==============================] - 0s 402ms/step
52%|█████▏ | 5648/10770 [34:12<44:50, 1.90it/s]
1/1 [==============================] - 0s 474ms/step
52%|█████▏ | 5649/10770 [34:13<46:34, 1.83it/s]
1/1 [==============================] - 0s 397ms/step
52%|█████▏ | 5650/10770 [34:13<45:51, 1.86it/s]
1/1 [==============================] - 0s 452ms/step
52%|█████▏ | 5651/10770 [34:14<47:19, 1.80it/s]
1/1 [==============================] - 0s 396ms/step
52%|█████▏ | 5652/10770 [34:14<45:57, 1.86it/s]
1/1 [==============================] - 0s 315ms/step
52%|█████▏ | 5653/10770 [34:15<43:25, 1.96it/s]
1/1 [==============================] - 0s 269ms/step
52%|█████▏ | 5654/10770 [34:15<39:19, 2.17it/s]
1/1 [==============================] - 0s 257ms/step
53%|█████▎ | 5655/10770 [34:16<36:41, 2.32it/s]
1/1 [==============================] - 0s 301ms/step
53%|█████▎ | 5656/10770 [34:16<35:18, 2.41it/s]
1/1 [==============================] - 0s 270ms/step
53%|█████▎ | 5657/10770 [34:16<33:29, 2.54it/s]
1/1 [==============================] - 0s 284ms/step
53%|█████▎ | 5658/10770 [34:17<32:46, 2.60it/s]
1/1 [==============================] - 0s 299ms/step
53%|█████▎ | 5659/10770 [34:17<32:37, 2.61it/s]
1/1 [==============================] - 0s 262ms/step
53%|█████▎ | 5660/10770 [34:17<31:42, 2.69it/s]
1/1 [==============================] - 0s 280ms/step
53%|█████▎ | 5661/10770 [34:18<31:15, 2.72it/s]
1/1 [==============================] - 0s 285ms/step
53%|█████▎ | 5662/10770 [34:18<31:40, 2.69it/s]
1/1 [==============================] - 0s 288ms/step
53%|█████▎ | 5663/10770 [34:19<31:32, 2.70it/s]
1/1 [==============================] - 0s 274ms/step
53%|█████▎ | 5664/10770 [34:19<31:09, 2.73it/s]
1/1 [==============================] - 0s 295ms/step
53%|█████▎ | 5665/10770 [34:19<31:25, 2.71it/s]
1/1 [==============================] - 0s 288ms/step
53%|█████▎ | 5666/10770 [34:20<31:28, 2.70it/s]
1/1 [==============================] - 0s 293ms/step
53%|█████▎ | 5667/10770 [34:20<31:23, 2.71it/s]
1/1 [==============================] - 0s 251ms/step
53%|█████▎ | 5668/10770 [34:20<31:19, 2.71it/s]
1/1 [==============================] - 0s 268ms/step
53%|█████▎ | 5669/10770 [34:21<31:01, 2.74it/s]
1/1 [==============================] - 0s 287ms/step
53%|█████▎ | 5670/10770 [34:21<31:00, 2.74it/s]
1/1 [==============================] - 0s 294ms/step
53%|█████▎ | 5671/10770 [34:22<31:18, 2.71it/s]
1/1 [==============================] - 0s 272ms/step
53%|█████▎ | 5672/10770 [34:22<31:29, 2.70it/s]
1/1 [==============================] - 0s 301ms/step
53%|█████▎ | 5673/10770 [34:22<31:50, 2.67it/s]
1/1 [==============================] - 0s 271ms/step
53%|█████▎ | 5674/10770 [34:23<31:44, 2.68it/s]
1/1 [==============================] - 0s 288ms/step
53%|█████▎ | 5675/10770 [34:23<31:28, 2.70it/s]
1/1 [==============================] - 0s 296ms/step
53%|█████▎ | 5676/10770 [34:23<31:31, 2.69it/s]
1/1 [==============================] - 0s 264ms/step
53%|█████▎ | 5677/10770 [34:24<30:52, 2.75it/s]
1/1 [==============================] - 0s 275ms/step
53%|█████▎ | 5678/10770 [34:24<30:33, 2.78it/s]
1/1 [==============================] - 0s 281ms/step
53%|█████▎ | 5679/10770 [34:24<30:35, 2.77it/s]
1/1 [==============================] - 0s 271ms/step
53%|█████▎ | 5680/10770 [34:25<30:35, 2.77it/s]
1/1 [==============================] - 0s 383ms/step
53%|█████▎ | 5681/10770 [34:26<40:55, 2.07it/s]
1/1 [==============================] - 0s 380ms/step
53%|█████▎ | 5682/10770 [34:26<40:51, 2.08it/s]
1/1 [==============================] - 0s 400ms/step
53%|█████▎ | 5683/10770 [34:27<43:00, 1.97it/s]
1/1 [==============================] - 0s 396ms/step
53%|█████▎ | 5684/10770 [34:27<42:16, 2.01it/s]
1/1 [==============================] - 0s 386ms/step
53%|█████▎ | 5685/10770 [34:28<41:22, 2.05it/s]
1/1 [==============================] - 0s 416ms/step
53%|█████▎ | 5686/10770 [34:28<48:58, 1.73it/s]
1/1 [==============================] - 0s 385ms/step
53%|█████▎ | 5687/10770 [34:29<53:35, 1.58it/s]
1/1 [==============================] - 0s 354ms/step
53%|█████▎ | 5688/10770 [34:30<49:00, 1.73it/s]
1/1 [==============================] - 0s 355ms/step
53%|█████▎ | 5689/10770 [34:30<45:49, 1.85it/s]
1/1 [==============================] - 0s 292ms/step
53%|█████▎ | 5690/10770 [34:30<42:46, 1.98it/s]
1/1 [==============================] - 0s 223ms/step
53%|█████▎ | 5691/10770 [34:31<37:33, 2.25it/s]
1/1 [==============================] - 0s 263ms/step
53%|█████▎ | 5692/10770 [34:31<35:53, 2.36it/s]
1/1 [==============================] - 0s 265ms/step
53%|█████▎ | 5693/10770 [34:31<33:58, 2.49it/s]
1/1 [==============================] - 0s 270ms/step
53%|█████▎ | 5694/10770 [34:32<34:11, 2.47it/s]
1/1 [==============================] - 0s 282ms/step
53%|█████▎ | 5695/10770 [34:32<33:05, 2.56it/s]
1/1 [==============================] - 0s 284ms/step
53%|█████▎ | 5696/10770 [34:33<32:23, 2.61it/s]
1/1 [==============================] - 0s 295ms/step
53%|█████▎ | 5697/10770 [34:33<32:14, 2.62it/s]
1/1 [==============================] - 0s 273ms/step
53%|█████▎ | 5698/10770 [34:33<31:39, 2.67it/s]
1/1 [==============================] - 0s 278ms/step
53%|█████▎ | 5699/10770 [34:34<31:15, 2.70it/s]
1/1 [==============================] - 0s 286ms/step
53%|█████▎ | 5700/10770 [34:34<31:29, 2.68it/s]
1/1 [==============================] - 0s 277ms/step
53%|█████▎ | 5701/10770 [34:34<30:56, 2.73it/s]
1/1 [==============================] - 0s 276ms/step
53%|█████▎ | 5702/10770 [34:35<32:26, 2.60it/s]
1/1 [==============================] - 0s 233ms/step
53%|█████▎ | 5703/10770 [34:35<30:49, 2.74it/s]
1/1 [==============================] - 0s 273ms/step
53%|█████▎ | 5704/10770 [34:36<30:26, 2.77it/s]
1/1 [==============================] - 0s 274ms/step
53%|█████▎ | 5705/10770 [34:36<30:41, 2.75it/s]
1/1 [==============================] - 0s 294ms/step
53%|█████▎ | 5706/10770 [34:36<30:51, 2.73it/s]
1/1 [==============================] - 0s 272ms/step
53%|█████▎ | 5707/10770 [34:37<30:23, 2.78it/s]
1/1 [==============================] - 0s 269ms/step
53%|█████▎ | 5708/10770 [34:37<30:05, 2.80it/s]
1/1 [==============================] - 0s 289ms/step
53%|█████▎ | 5709/10770 [34:37<30:32, 2.76it/s]
1/1 [==============================] - 0s 282ms/step
53%|█████▎ | 5710/10770 [34:38<30:22, 2.78it/s]
1/1 [==============================] - 0s 279ms/step
53%|█████▎ | 5711/10770 [34:38<30:10, 2.79it/s]
1/1 [==============================] - 0s 296ms/step
53%|█████▎ | 5712/10770 [34:38<30:34, 2.76it/s]
1/1 [==============================] - 0s 273ms/step
53%|█████▎ | 5713/10770 [34:39<30:24, 2.77it/s]
1/1 [==============================] - 0s 269ms/step
53%|█████▎ | 5714/10770 [34:39<30:06, 2.80it/s]
1/1 [==============================] - 0s 286ms/step
53%|█████▎ | 5715/10770 [34:39<30:27, 2.77it/s]
1/1 [==============================] - 0s 259ms/step
53%|█████▎ | 5716/10770 [34:40<30:18, 2.78it/s]
1/1 [==============================] - 0s 400ms/step
53%|█████▎ | 5717/10770 [34:41<40:01, 2.10it/s]
1/1 [==============================] - 0s 360ms/step
53%|█████▎ | 5718/10770 [34:41<39:06, 2.15it/s]
1/1 [==============================] - 0s 422ms/step
53%|█████▎ | 5719/10770 [34:42<47:20, 1.78it/s]
1/1 [==============================] - 0s 360ms/step
53%|█████▎ | 5720/10770 [34:42<44:34, 1.89it/s]
1/1 [==============================] - 0s 389ms/step
53%|█████▎ | 5721/10770 [34:43<43:09, 1.95it/s]
1/1 [==============================] - 0s 364ms/step
53%|█████▎ | 5722/10770 [34:43<41:08, 2.04it/s]
1/1 [==============================] - 0s 429ms/step
53%|█████▎ | 5723/10770 [34:44<41:24, 2.03it/s]
1/1 [==============================] - 0s 477ms/step
53%|█████▎ | 5724/10770 [34:44<44:15, 1.90it/s]
1/1 [==============================] - 0s 382ms/step
53%|█████▎ | 5725/10770 [34:45<42:26, 1.98it/s]
1/1 [==============================] - 0s 401ms/step
53%|█████▎ | 5726/10770 [34:45<49:00, 1.72it/s]
1/1 [==============================] - 0s 218ms/step
53%|█████▎ | 5727/10770 [34:46<42:18, 1.99it/s]
1/1 [==============================] - 0s 275ms/step
53%|█████▎ | 5728/10770 [34:46<38:25, 2.19it/s]
1/1 [==============================] - 0s 270ms/step
53%|█████▎ | 5729/10770 [34:47<35:42, 2.35it/s]
1/1 [==============================] - 0s 288ms/step
53%|█████▎ | 5730/10770 [34:47<34:13, 2.45it/s]
1/1 [==============================] - 0s 269ms/step
53%|█████▎ | 5731/10770 [34:47<32:49, 2.56it/s]
1/1 [==============================] - 0s 263ms/step
53%|█████▎ | 5732/10770 [34:48<31:46, 2.64it/s]
1/1 [==============================] - 0s 277ms/step
53%|█████▎ | 5733/10770 [34:48<31:41, 2.65it/s]
1/1 [==============================] - 0s 272ms/step
53%|█████▎ | 5734/10770 [34:48<30:48, 2.72it/s]
1/1 [==============================] - 0s 275ms/step
53%|█████▎ | 5735/10770 [34:49<30:11, 2.78it/s]
1/1 [==============================] - 0s 296ms/step
53%|█████▎ | 5736/10770 [34:49<30:28, 2.75it/s]
1/1 [==============================] - 0s 271ms/step
53%|█████▎ | 5737/10770 [34:49<29:56, 2.80it/s]
1/1 [==============================] - 0s 265ms/step
53%|█████▎ | 5738/10770 [34:50<30:06, 2.78it/s]
1/1 [==============================] - 0s 281ms/step
53%|█████▎ | 5739/10770 [34:50<30:18, 2.77it/s]
1/1 [==============================] - 0s 268ms/step
53%|█████▎ | 5740/10770 [34:50<29:44, 2.82it/s]
1/1 [==============================] - 0s 280ms/step
53%|█████▎ | 5741/10770 [34:51<29:37, 2.83it/s]
1/1 [==============================] - 0s 298ms/step
53%|█████▎ | 5742/10770 [34:51<30:02, 2.79it/s]
1/1 [==============================] - 0s 274ms/step
53%|█████▎ | 5743/10770 [34:51<29:45, 2.82it/s]
1/1 [==============================] - 0s 293ms/step
53%|█████▎ | 5744/10770 [34:52<29:53, 2.80it/s]
1/1 [==============================] - 0s 290ms/step
53%|█████▎ | 5745/10770 [34:52<30:07, 2.78it/s]
1/1 [==============================] - 0s 279ms/step
53%|█████▎ | 5746/10770 [34:53<29:51, 2.80it/s]
1/1 [==============================] - 0s 272ms/step
53%|█████▎ | 5747/10770 [34:53<29:45, 2.81it/s]
1/1 [==============================] - 0s 284ms/step
53%|█████▎ | 5748/10770 [34:53<29:53, 2.80it/s]
1/1 [==============================] - 0s 266ms/step
53%|█████▎ | 5749/10770 [34:54<30:02, 2.78it/s]
1/1 [==============================] - 0s 271ms/step
53%|█████▎ | 5750/10770 [34:54<30:05, 2.78it/s]
1/1 [==============================] - 0s 285ms/step
53%|█████▎ | 5751/10770 [34:54<30:21, 2.76it/s]
1/1 [==============================] - 0s 268ms/step
53%|█████▎ | 5752/10770 [34:55<29:52, 2.80it/s]
1/1 [==============================] - 0s 277ms/step
53%|█████▎ | 5753/10770 [34:55<29:39, 2.82it/s]
1/1 [==============================] - 0s 285ms/step
53%|█████▎ | 5754/10770 [34:55<29:39, 2.82it/s]
1/1 [==============================] - 0s 418ms/step
53%|█████▎ | 5755/10770 [34:56<34:07, 2.45it/s]
1/1 [==============================] - 0s 412ms/step
53%|█████▎ | 5756/10770 [34:56<37:14, 2.24it/s]
1/1 [==============================] - 0s 388ms/step
53%|█████▎ | 5757/10770 [34:57<38:40, 2.16it/s]
1/1 [==============================] - 0s 445ms/step
53%|█████▎ | 5758/10770 [34:58<40:50, 2.05it/s]
1/1 [==============================] - 0s 392ms/step
53%|█████▎ | 5759/10770 [34:58<41:00, 2.04it/s]
1/1 [==============================] - 0s 421ms/step
53%|█████▎ | 5760/10770 [34:59<42:59, 1.94it/s]
1/1 [==============================] - 0s 419ms/step
53%|█████▎ | 5761/10770 [34:59<42:31, 1.96it/s]
1/1 [==============================] - 0s 425ms/step
54%|█████▎ | 5762/10770 [35:00<42:37, 1.96it/s]
1/1 [==============================] - 0s 418ms/step
54%|█████▎ | 5763/10770 [35:00<42:27, 1.97it/s]
1/1 [==============================] - 0s 396ms/step
54%|█████▎ | 5764/10770 [35:01<41:49, 1.99it/s]
1/1 [==============================] - 0s 415ms/step
54%|█████▎ | 5765/10770 [35:01<41:50, 1.99it/s]
1/1 [==============================] - 0s 364ms/step
54%|█████▎ | 5766/10770 [35:02<47:33, 1.75it/s]
1/1 [==============================] - 0s 205ms/step
54%|█████▎ | 5767/10770 [35:02<40:17, 2.07it/s]
1/1 [==============================] - 0s 271ms/step
54%|█████▎ | 5768/10770 [35:02<36:36, 2.28it/s]
1/1 [==============================] - 0s 306ms/step
54%|█████▎ | 5769/10770 [35:03<35:34, 2.34it/s]
1/1 [==============================] - 0s 257ms/step
54%|█████▎ | 5770/10770 [35:03<33:05, 2.52it/s]
1/1 [==============================] - 0s 262ms/step
54%|█████▎ | 5771/10770 [35:04<32:04, 2.60it/s]
1/1 [==============================] - 0s 282ms/step
54%|█████▎ | 5772/10770 [35:04<31:51, 2.61it/s]
1/1 [==============================] - 0s 276ms/step
54%|█████▎ | 5773/10770 [35:04<31:03, 2.68it/s]
1/1 [==============================] - 0s 276ms/step
54%|█████▎ | 5774/10770 [35:05<30:28, 2.73it/s]
1/1 [==============================] - 0s 306ms/step
54%|█████▎ | 5775/10770 [35:05<31:01, 2.68it/s]
1/1 [==============================] - 0s 277ms/step
54%|█████▎ | 5776/10770 [35:05<30:22, 2.74it/s]
1/1 [==============================] - 0s 276ms/step
54%|█████▎ | 5777/10770 [35:06<29:51, 2.79it/s]
1/1 [==============================] - 0s 294ms/step
54%|█████▎ | 5778/10770 [35:06<29:58, 2.78it/s]
1/1 [==============================] - 0s 270ms/step
54%|█████▎ | 5779/10770 [35:06<29:30, 2.82it/s]
1/1 [==============================] - 0s 276ms/step
54%|█████▎ | 5780/10770 [35:07<29:10, 2.85it/s]
1/1 [==============================] - 0s 323ms/step
54%|█████▎ | 5781/10770 [35:07<30:07, 2.76it/s]
1/1 [==============================] - 0s 266ms/step
54%|█████▎ | 5782/10770 [35:08<31:53, 2.61it/s]
1/1 [==============================] - 0s 215ms/step
54%|█████▎ | 5783/10770 [35:08<29:46, 2.79it/s]
1/1 [==============================] - 0s 307ms/step
54%|█████▎ | 5784/10770 [35:08<30:52, 2.69it/s]
1/1 [==============================] - 0s 251ms/step
54%|█████▎ | 5785/10770 [35:09<29:44, 2.79it/s]
1/1 [==============================] - 0s 278ms/step
54%|█████▎ | 5786/10770 [35:09<29:31, 2.81it/s]
1/1 [==============================] - 0s 297ms/step
54%|█████▎ | 5787/10770 [35:09<29:48, 2.79it/s]
1/1 [==============================] - 0s 281ms/step
54%|█████▎ | 5788/10770 [35:10<29:42, 2.79it/s]
1/1 [==============================] - 0s 288ms/step
54%|█████▍ | 5789/10770 [35:10<29:46, 2.79it/s]
1/1 [==============================] - 0s 284ms/step
54%|█████▍ | 5790/10770 [35:10<29:46, 2.79it/s]
1/1 [==============================] - 0s 277ms/step
54%|█████▍ | 5791/10770 [35:11<29:39, 2.80it/s]
1/1 [==============================] - 0s 282ms/step
54%|█████▍ | 5792/10770 [35:11<29:22, 2.82it/s]
1/1 [==============================] - 0s 277ms/step
54%|█████▍ | 5793/10770 [35:11<29:46, 2.79it/s]
1/1 [==============================] - 0s 335ms/step
54%|█████▍ | 5794/10770 [35:12<30:54, 2.68it/s]
1/1 [==============================] - 0s 407ms/step
54%|█████▍ | 5795/10770 [35:12<34:35, 2.40it/s]
1/1 [==============================] - 0s 416ms/step
54%|█████▍ | 5796/10770 [35:13<42:54, 1.93it/s]
1/1 [==============================] - 0s 377ms/step
54%|█████▍ | 5797/10770 [35:14<48:01, 1.73it/s]
1/1 [==============================] - 0s 368ms/step
54%|█████▍ | 5798/10770 [35:14<45:06, 1.84it/s]
1/1 [==============================] - 0s 419ms/step
54%|█████▍ | 5799/10770 [35:15<44:38, 1.86it/s]
1/1 [==============================] - 0s 411ms/step
54%|█████▍ | 5800/10770 [35:15<44:29, 1.86it/s]
1/1 [==============================] - 0s 399ms/step
54%|█████▍ | 5801/10770 [35:16<43:38, 1.90it/s]
1/1 [==============================] - 0s 396ms/step
54%|█████▍ | 5802/10770 [35:16<42:57, 1.93it/s]
1/1 [==============================] - 0s 399ms/step
54%|█████▍ | 5803/10770 [35:17<50:05, 1.65it/s]
1/1 [==============================] - 0s 205ms/step
54%|█████▍ | 5804/10770 [35:17<42:22, 1.95it/s]
1/1 [==============================] - 0s 286ms/step
54%|█████▍ | 5805/10770 [35:18<38:41, 2.14it/s]
1/1 [==============================] - 0s 272ms/step
54%|█████▍ | 5806/10770 [35:18<35:37, 2.32it/s]
1/1 [==============================] - 0s 268ms/step
54%|█████▍ | 5807/10770 [35:19<33:40, 2.46it/s]
1/1 [==============================] - 0s 305ms/step
54%|█████▍ | 5808/10770 [35:19<32:57, 2.51it/s]
1/1 [==============================] - 0s 274ms/step
54%|█████▍ | 5809/10770 [35:19<31:32, 2.62it/s]
1/1 [==============================] - 0s 290ms/step
54%|█████▍ | 5810/10770 [35:20<30:54, 2.67it/s]
1/1 [==============================] - 0s 280ms/step
54%|█████▍ | 5811/10770 [35:20<31:13, 2.65it/s]
1/1 [==============================] - 0s 280ms/step
54%|█████▍ | 5812/10770 [35:20<30:30, 2.71it/s]
1/1 [==============================] - 0s 271ms/step
54%|█████▍ | 5813/10770 [35:21<29:52, 2.77it/s]
1/1 [==============================] - 0s 257ms/step
54%|█████▍ | 5814/10770 [35:21<29:47, 2.77it/s]
1/1 [==============================] - 0s 275ms/step
54%|█████▍ | 5815/10770 [35:21<29:43, 2.78it/s]
1/1 [==============================] - 0s 278ms/step
54%|█████▍ | 5816/10770 [35:22<29:27, 2.80it/s]
1/1 [==============================] - 0s 265ms/step
54%|█████▍ | 5817/10770 [35:22<29:27, 2.80it/s]
1/1 [==============================] - 0s 275ms/step
54%|█████▍ | 5818/10770 [35:22<29:11, 2.83it/s]
1/1 [==============================] - 0s 287ms/step
54%|█████▍ | 5819/10770 [35:23<29:13, 2.82it/s]
1/1 [==============================] - 0s 265ms/step
54%|█████▍ | 5820/10770 [35:23<31:04, 2.66it/s]
1/1 [==============================] - 0s 215ms/step
54%|█████▍ | 5821/10770 [35:24<29:01, 2.84it/s]
1/1 [==============================] - 0s 291ms/step
54%|█████▍ | 5822/10770 [35:24<29:03, 2.84it/s]
1/1 [==============================] - 0s 292ms/step
54%|█████▍ | 5823/10770 [35:24<29:41, 2.78it/s]
1/1 [==============================] - 0s 275ms/step
54%|█████▍ | 5824/10770 [35:25<29:22, 2.81it/s]
1/1 [==============================] - 0s 270ms/step
54%|█████▍ | 5825/10770 [35:25<29:02, 2.84it/s]
1/1 [==============================] - 0s 274ms/step
54%|█████▍ | 5826/10770 [35:25<29:39, 2.78it/s]
1/1 [==============================] - 0s 270ms/step
54%|█████▍ | 5827/10770 [35:26<29:18, 2.81it/s]
1/1 [==============================] - 0s 297ms/step
54%|█████▍ | 5828/10770 [35:26<30:31, 2.70it/s]
1/1 [==============================] - 0s 236ms/step
54%|█████▍ | 5829/10770 [35:26<28:52, 2.85it/s]
1/1 [==============================] - 0s 282ms/step
54%|█████▍ | 5830/10770 [35:27<29:02, 2.84it/s]
1/1 [==============================] - 0s 371ms/step
54%|█████▍ | 5831/10770 [35:27<31:14, 2.63it/s]
1/1 [==============================] - 0s 412ms/step
54%|█████▍ | 5832/10770 [35:28<35:00, 2.35it/s]
1/1 [==============================] - 0s 389ms/step
54%|█████▍ | 5833/10770 [35:28<36:55, 2.23it/s]
1/1 [==============================] - 0s 410ms/step
54%|█████▍ | 5834/10770 [35:29<38:22, 2.14it/s]
1/1 [==============================] - 0s 376ms/step
54%|█████▍ | 5835/10770 [35:29<38:40, 2.13it/s]
1/1 [==============================] - 0s 420ms/step
54%|█████▍ | 5836/10770 [35:30<40:11, 2.05it/s]
1/1 [==============================] - 0s 417ms/step
54%|█████▍ | 5837/10770 [35:30<40:55, 2.01it/s]
1/1 [==============================] - 0s 431ms/step
54%|█████▍ | 5838/10770 [35:31<42:07, 1.95it/s]
1/1 [==============================] - 0s 421ms/step
54%|█████▍ | 5839/10770 [35:31<43:01, 1.91it/s]
1/1 [==============================] - 0s 372ms/step
54%|█████▍ | 5840/10770 [35:32<49:03, 1.67it/s]
1/1 [==============================] - 0s 340ms/step
54%|█████▍ | 5841/10770 [35:33<45:02, 1.82it/s]
1/1 [==============================] - 0s 302ms/step
54%|█████▍ | 5842/10770 [35:33<41:56, 1.96it/s]
1/1 [==============================] - 0s 268ms/step
54%|█████▍ | 5843/10770 [35:33<37:42, 2.18it/s]
1/1 [==============================] - 0s 293ms/step
54%|█████▍ | 5844/10770 [35:34<35:32, 2.31it/s]
1/1 [==============================] - 0s 283ms/step
54%|█████▍ | 5845/10770 [35:34<33:35, 2.44it/s]
1/1 [==============================] - 0s 286ms/step
54%|█████▍ | 5846/10770 [35:34<32:15, 2.54it/s]
1/1 [==============================] - 0s 291ms/step
54%|█████▍ | 5847/10770 [35:35<31:37, 2.59it/s]
1/1 [==============================] - 0s 269ms/step
54%|█████▍ | 5848/10770 [35:35<30:47, 2.66it/s]
1/1 [==============================] - 0s 273ms/step
54%|█████▍ | 5849/10770 [35:35<29:54, 2.74it/s]
1/1 [==============================] - 0s 297ms/step
54%|█████▍ | 5850/10770 [35:36<30:03, 2.73it/s]
1/1 [==============================] - 0s 272ms/step
54%|█████▍ | 5851/10770 [35:36<29:48, 2.75it/s]
1/1 [==============================] - 0s 281ms/step
54%|█████▍ | 5852/10770 [35:37<29:31, 2.78it/s]
1/1 [==============================] - 0s 289ms/step
54%|█████▍ | 5853/10770 [35:37<29:25, 2.78it/s]
1/1 [==============================] - 0s 273ms/step
54%|█████▍ | 5854/10770 [35:37<29:16, 2.80it/s]
1/1 [==============================] - 0s 282ms/step
54%|█████▍ | 5855/10770 [35:38<29:08, 2.81it/s]
1/1 [==============================] - 0s 299ms/step
54%|█████▍ | 5856/10770 [35:38<29:32, 2.77it/s]
1/1 [==============================] - 0s 276ms/step
54%|█████▍ | 5857/10770 [35:38<30:29, 2.69it/s]
1/1 [==============================] - 0s 229ms/step
54%|█████▍ | 5858/10770 [35:39<28:44, 2.85it/s]
1/1 [==============================] - 0s 293ms/step
54%|█████▍ | 5859/10770 [35:39<29:29, 2.77it/s]
1/1 [==============================] - 0s 263ms/step
54%|█████▍ | 5860/10770 [35:39<29:03, 2.82it/s]
1/1 [==============================] - 0s 274ms/step
54%|█████▍ | 5861/10770 [35:40<28:55, 2.83it/s]
1/1 [==============================] - 0s 292ms/step
54%|█████▍ | 5862/10770 [35:40<29:24, 2.78it/s]
1/1 [==============================] - 0s 266ms/step
54%|█████▍ | 5863/10770 [35:40<28:59, 2.82it/s]
1/1 [==============================] - 0s 280ms/step
54%|█████▍ | 5864/10770 [35:41<28:49, 2.84it/s]
1/1 [==============================] - 0s 309ms/step
54%|█████▍ | 5865/10770 [35:41<29:31, 2.77it/s]
1/1 [==============================] - 0s 277ms/step
54%|█████▍ | 5866/10770 [35:42<29:16, 2.79it/s]
1/1 [==============================] - 0s 271ms/step
54%|█████▍ | 5867/10770 [35:42<28:59, 2.82it/s]
1/1 [==============================] - 0s 292ms/step
54%|█████▍ | 5868/10770 [35:42<29:05, 2.81it/s]
1/1 [==============================] - 0s 277ms/step
54%|█████▍ | 5869/10770 [35:43<28:50, 2.83it/s]
1/1 [==============================] - 0s 356ms/step
55%|█████▍ | 5870/10770 [35:43<30:53, 2.64it/s]
1/1 [==============================] - 0s 409ms/step
55%|█████▍ | 5871/10770 [35:44<34:29, 2.37it/s]
1/1 [==============================] - 0s 392ms/step
55%|█████▍ | 5872/10770 [35:44<35:35, 2.29it/s]
1/1 [==============================] - 0s 400ms/step
55%|█████▍ | 5873/10770 [35:45<37:08, 2.20it/s]
1/1 [==============================] - 0s 358ms/step
55%|█████▍ | 5874/10770 [35:45<36:16, 2.25it/s]
1/1 [==============================] - 0s 459ms/step
55%|█████▍ | 5875/10770 [35:45<38:12, 2.13it/s]
1/1 [==============================] - 0s 410ms/step
55%|█████▍ | 5876/10770 [35:46<46:17, 1.76it/s]
1/1 [==============================] - 0s 368ms/step
55%|█████▍ | 5877/10770 [35:47<43:15, 1.89it/s]
1/1 [==============================] - 0s 425ms/step
55%|█████▍ | 5878/10770 [35:47<43:24, 1.88it/s]
1/1 [==============================] - 0s 407ms/step
55%|█████▍ | 5879/10770 [35:48<42:49, 1.90it/s]
1/1 [==============================] - 0s 383ms/step
55%|█████▍ | 5880/10770 [35:48<42:12, 1.93it/s]
1/1 [==============================] - 0s 421ms/step
55%|█████▍ | 5881/10770 [35:49<43:03, 1.89it/s]
1/1 [==============================] - 0s 269ms/step
55%|█████▍ | 5882/10770 [35:49<39:00, 2.09it/s]
1/1 [==============================] - 0s 275ms/step
55%|█████▍ | 5883/10770 [35:50<35:49, 2.27it/s]
1/1 [==============================] - 0s 299ms/step
55%|█████▍ | 5884/10770 [35:50<34:29, 2.36it/s]
1/1 [==============================] - 0s 278ms/step
55%|█████▍ | 5885/10770 [35:50<32:35, 2.50it/s]
1/1 [==============================] - 0s 268ms/step
55%|█████▍ | 5886/10770 [35:51<31:18, 2.60it/s]
1/1 [==============================] - 0s 297ms/step
55%|█████▍ | 5887/10770 [35:51<30:59, 2.63it/s]
1/1 [==============================] - 0s 279ms/step
55%|█████▍ | 5888/10770 [35:51<30:08, 2.70it/s]
1/1 [==============================] - 0s 275ms/step
55%|█████▍ | 5889/10770 [35:52<29:26, 2.76it/s]
1/1 [==============================] - 0s 306ms/step
55%|█████▍ | 5890/10770 [35:52<30:46, 2.64it/s]
1/1 [==============================] - 0s 236ms/step
55%|█████▍ | 5891/10770 [35:52<29:25, 2.76it/s]
1/1 [==============================] - 0s 266ms/step
55%|█████▍ | 5892/10770 [35:53<29:15, 2.78it/s]
1/1 [==============================] - 0s 288ms/step
55%|█████▍ | 5893/10770 [35:53<29:39, 2.74it/s]
1/1 [==============================] - 0s 289ms/step
55%|█████▍ | 5894/10770 [35:54<29:35, 2.75it/s]
1/1 [==============================] - 0s 283ms/step
55%|█████▍ | 5895/10770 [35:54<29:22, 2.77it/s]
1/1 [==============================] - 0s 288ms/step
55%|█████▍ | 5896/10770 [35:54<29:58, 2.71it/s]
1/1 [==============================] - 0s 282ms/step
55%|█████▍ | 5897/10770 [35:55<29:45, 2.73it/s]
1/1 [==============================] - 0s 290ms/step
55%|█████▍ | 5898/10770 [35:55<30:33, 2.66it/s]
1/1 [==============================] - 0s 247ms/step
55%|█████▍ | 5899/10770 [35:55<29:35, 2.74it/s]
1/1 [==============================] - 0s 263ms/step
55%|█████▍ | 5900/10770 [35:56<29:00, 2.80it/s]
1/1 [==============================] - 0s 283ms/step
55%|█████▍ | 5901/10770 [35:56<28:48, 2.82it/s]
1/1 [==============================] - 0s 275ms/step
55%|█████▍ | 5902/10770 [35:56<29:24, 2.76it/s]
1/1 [==============================] - 0s 276ms/step
55%|█████▍ | 5903/10770 [35:57<29:20, 2.76it/s]
1/1 [==============================] - 0s 296ms/step
55%|█████▍ | 5904/10770 [35:57<29:37, 2.74it/s]
1/1 [==============================] - 0s 267ms/step
55%|█████▍ | 5905/10770 [35:58<29:04, 2.79it/s]
1/1 [==============================] - 0s 279ms/step
55%|█████▍ | 5906/10770 [35:58<28:50, 2.81it/s]
1/1 [==============================] - 0s 293ms/step
55%|█████▍ | 5907/10770 [35:58<29:16, 2.77it/s]
1/1 [==============================] - 0s 275ms/step
55%|█████▍ | 5908/10770 [35:59<28:50, 2.81it/s]
1/1 [==============================] - 0s 316ms/step
55%|█████▍ | 5909/10770 [35:59<29:48, 2.72it/s]
1/1 [==============================] - 0s 402ms/step
55%|█████▍ | 5910/10770 [36:00<38:46, 2.09it/s]
1/1 [==============================] - 0s 402ms/step
55%|█████▍ | 5911/10770 [36:00<38:49, 2.09it/s]
1/1 [==============================] - 0s 423ms/step
55%|█████▍ | 5912/10770 [36:01<45:57, 1.76it/s]
1/1 [==============================] - 0s 371ms/step
55%|█████▍ | 5913/10770 [36:01<43:17, 1.87it/s]
1/1 [==============================] - 0s 389ms/step
55%|█████▍ | 5914/10770 [36:02<49:26, 1.64it/s]
1/1 [==============================] - 0s 387ms/step
55%|█████▍ | 5915/10770 [36:03<46:18, 1.75it/s]
1/1 [==============================] - 0s 420ms/step
55%|█████▍ | 5916/10770 [36:03<51:58, 1.56it/s]
1/1 [==============================] - 0s 264ms/step
55%|█████▍ | 5917/10770 [36:04<45:07, 1.79it/s]
1/1 [==============================] - 0s 279ms/step
55%|█████▍ | 5918/10770 [36:04<40:30, 2.00it/s]
1/1 [==============================] - 0s 273ms/step
55%|█████▍ | 5919/10770 [36:05<37:00, 2.18it/s]
1/1 [==============================] - 0s 273ms/step
55%|█████▍ | 5920/10770 [36:05<34:41, 2.33it/s]
1/1 [==============================] - 0s 280ms/step
55%|█████▍ | 5921/10770 [36:05<32:45, 2.47it/s]
1/1 [==============================] - 0s 295ms/step
55%|█████▍ | 5922/10770 [36:06<31:44, 2.55it/s]
1/1 [==============================] - 0s 281ms/step
55%|█████▍ | 5923/10770 [36:06<30:39, 2.63it/s]
1/1 [==============================] - 0s 276ms/step
55%|█████▌ | 5924/10770 [36:06<29:59, 2.69it/s]
1/1 [==============================] - 0s 280ms/step
55%|█████▌ | 5925/10770 [36:07<29:57, 2.70it/s]
1/1 [==============================] - 0s 282ms/step
55%|█████▌ | 5926/10770 [36:07<29:34, 2.73it/s]
1/1 [==============================] - 0s 295ms/step
55%|█████▌ | 5927/10770 [36:07<29:39, 2.72it/s]
1/1 [==============================] - 0s 308ms/step
55%|█████▌ | 5928/10770 [36:08<29:53, 2.70it/s]
1/1 [==============================] - 0s 266ms/step
55%|█████▌ | 5929/10770 [36:08<29:46, 2.71it/s]
1/1 [==============================] - 0s 276ms/step
55%|█████▌ | 5930/10770 [36:09<29:28, 2.74it/s]
1/1 [==============================] - 0s 304ms/step
55%|█████▌ | 5931/10770 [36:09<29:41, 2.72it/s]
1/1 [==============================] - 0s 275ms/step
55%|█████▌ | 5932/10770 [36:09<29:20, 2.75it/s]
1/1 [==============================] - 0s 270ms/step
55%|█████▌ | 5933/10770 [36:10<28:48, 2.80it/s]
1/1 [==============================] - 0s 301ms/step
55%|█████▌ | 5934/10770 [36:10<29:05, 2.77it/s]
1/1 [==============================] - 0s 284ms/step
55%|█████▌ | 5935/10770 [36:10<28:52, 2.79it/s]
1/1 [==============================] - 0s 276ms/step
55%|█████▌ | 5936/10770 [36:11<28:52, 2.79it/s]
1/1 [==============================] - 0s 309ms/step
55%|█████▌ | 5937/10770 [36:11<29:27, 2.73it/s]
1/1 [==============================] - 0s 289ms/step
55%|█████▌ | 5938/10770 [36:11<29:27, 2.73it/s]
1/1 [==============================] - 0s 271ms/step
55%|█████▌ | 5939/10770 [36:12<29:01, 2.77it/s]
1/1 [==============================] - 0s 280ms/step
55%|█████▌ | 5940/10770 [36:12<29:12, 2.76it/s]
1/1 [==============================] - 0s 284ms/step
55%|█████▌ | 5941/10770 [36:13<29:06, 2.76it/s]
1/1 [==============================] - 0s 273ms/step
55%|█████▌ | 5942/10770 [36:13<28:36, 2.81it/s]
1/1 [==============================] - 0s 297ms/step
55%|█████▌ | 5943/10770 [36:13<28:58, 2.78it/s]
1/1 [==============================] - 0s 281ms/step
55%|█████▌ | 5944/10770 [36:14<28:46, 2.80it/s]
1/1 [==============================] - 0s 374ms/step
55%|█████▌ | 5945/10770 [36:14<37:42, 2.13it/s]
1/1 [==============================] - 0s 359ms/step
55%|█████▌ | 5946/10770 [36:15<36:41, 2.19it/s]
1/1 [==============================] - 0s 404ms/step
55%|█████▌ | 5947/10770 [36:15<38:59, 2.06it/s]
1/1 [==============================] - 0s 405ms/step
55%|█████▌ | 5948/10770 [36:16<45:48, 1.75it/s]
1/1 [==============================] - 0s 368ms/step
55%|█████▌ | 5949/10770 [36:17<50:18, 1.60it/s]
1/1 [==============================] - 0s 388ms/step
55%|█████▌ | 5950/10770 [36:17<46:17, 1.74it/s]
1/1 [==============================] - 0s 392ms/step
55%|█████▌ | 5951/10770 [36:18<50:37, 1.59it/s]
1/1 [==============================] - 0s 346ms/step
55%|█████▌ | 5952/10770 [36:18<46:14, 1.74it/s]
1/1 [==============================] - 0s 282ms/step
55%|█████▌ | 5953/10770 [36:19<40:49, 1.97it/s]
1/1 [==============================] - 0s 272ms/step
55%|█████▌ | 5954/10770 [36:19<36:48, 2.18it/s]
1/1 [==============================] - 0s 297ms/step
55%|█████▌ | 5955/10770 [36:20<34:32, 2.32it/s]
1/1 [==============================] - 0s 275ms/step
55%|█████▌ | 5956/10770 [36:20<32:33, 2.46it/s]
1/1 [==============================] - 0s 280ms/step
55%|█████▌ | 5957/10770 [36:20<31:06, 2.58it/s]
1/1 [==============================] - 0s 293ms/step
55%|█████▌ | 5958/10770 [36:21<30:45, 2.61it/s]
1/1 [==============================] - 0s 289ms/step
55%|█████▌ | 5959/10770 [36:21<30:09, 2.66it/s]
1/1 [==============================] - 0s 289ms/step
55%|█████▌ | 5960/10770 [36:21<29:45, 2.69it/s]
1/1 [==============================] - 0s 300ms/step
55%|█████▌ | 5961/10770 [36:22<29:45, 2.69it/s]
1/1 [==============================] - 0s 285ms/step
55%|█████▌ | 5962/10770 [36:22<29:24, 2.72it/s]
1/1 [==============================] - 0s 270ms/step
55%|█████▌ | 5963/10770 [36:22<28:50, 2.78it/s]
1/1 [==============================] - 0s 295ms/step
55%|█████▌ | 5964/10770 [36:23<29:10, 2.75it/s]
1/1 [==============================] - 0s 286ms/step
55%|█████▌ | 5965/10770 [36:23<29:01, 2.76it/s]
1/1 [==============================] - 0s 278ms/step
55%|█████▌ | 5966/10770 [36:23<28:57, 2.77it/s]
1/1 [==============================] - 0s 285ms/step
55%|█████▌ | 5967/10770 [36:24<28:46, 2.78it/s]
1/1 [==============================] - 0s 291ms/step
55%|█████▌ | 5968/10770 [36:24<28:51, 2.77it/s]
1/1 [==============================] - 0s 263ms/step
55%|█████▌ | 5969/10770 [36:25<29:10, 2.74it/s]
1/1 [==============================] - 0s 293ms/step
55%|█████▌ | 5970/10770 [36:25<29:23, 2.72it/s]
1/1 [==============================] - 0s 277ms/step
55%|█████▌ | 5971/10770 [36:25<28:55, 2.76it/s]
1/1 [==============================] - 0s 293ms/step
55%|█████▌ | 5972/10770 [36:26<28:57, 2.76it/s]
1/1 [==============================] - 0s 307ms/step
55%|█████▌ | 5973/10770 [36:26<29:15, 2.73it/s]
1/1 [==============================] - 0s 267ms/step
55%|█████▌ | 5974/10770 [36:26<28:35, 2.80it/s]
1/1 [==============================] - 0s 277ms/step
55%|█████▌ | 5975/10770 [36:27<28:26, 2.81it/s]
1/1 [==============================] - 0s 305ms/step
55%|█████▌ | 5976/10770 [36:27<28:55, 2.76it/s]
1/1 [==============================] - 0s 282ms/step
55%|█████▌ | 5977/10770 [36:27<28:33, 2.80it/s]
1/1 [==============================] - 0s 285ms/step
56%|█████▌ | 5978/10770 [36:28<29:30, 2.71it/s]
1/1 [==============================] - 0s 253ms/step
56%|█████▌ | 5979/10770 [36:28<28:47, 2.77it/s]
1/1 [==============================] - 0s 338ms/step
56%|█████▌ | 5980/10770 [36:29<30:19, 2.63it/s]
1/1 [==============================] - 0s 387ms/step
56%|█████▌ | 5981/10770 [36:29<33:39, 2.37it/s]
1/1 [==============================] - 0s 416ms/step
56%|█████▌ | 5982/10770 [36:30<36:47, 2.17it/s]
1/1 [==============================] - 0s 432ms/step
56%|█████▌ | 5983/10770 [36:30<44:20, 1.80it/s]
1/1 [==============================] - 0s 364ms/step
56%|█████▌ | 5984/10770 [36:31<41:35, 1.92it/s]
1/1 [==============================] - 0s 406ms/step
56%|█████▌ | 5985/10770 [36:31<42:01, 1.90it/s]
1/1 [==============================] - 0s 417ms/step
56%|█████▌ | 5986/10770 [36:32<42:03, 1.90it/s]
1/1 [==============================] - 0s 389ms/step
56%|█████▌ | 5987/10770 [36:32<41:32, 1.92it/s]
1/1 [==============================] - 0s 410ms/step
56%|█████▌ | 5988/10770 [36:33<47:25, 1.68it/s]
1/1 [==============================] - 0s 372ms/step
56%|█████▌ | 5989/10770 [36:34<51:04, 1.56it/s]
1/1 [==============================] - 0s 202ms/step
56%|█████▌ | 5990/10770 [36:34<42:24, 1.88it/s]
1/1 [==============================] - 0s 279ms/step
56%|█████▌ | 5991/10770 [36:35<38:37, 2.06it/s]
1/1 [==============================] - 0s 290ms/step
56%|█████▌ | 5992/10770 [36:35<35:32, 2.24it/s]
1/1 [==============================] - 0s 292ms/step
56%|█████▌ | 5993/10770 [36:35<33:47, 2.36it/s]
1/1 [==============================] - 0s 292ms/step
56%|█████▌ | 5994/10770 [36:36<32:36, 2.44it/s]
1/1 [==============================] - 0s 275ms/step
56%|█████▌ | 5995/10770 [36:36<30:59, 2.57it/s]
1/1 [==============================] - 0s 281ms/step
56%|█████▌ | 5996/10770 [36:37<31:32, 2.52it/s]
1/1 [==============================] - 0s 235ms/step
56%|█████▌ | 5997/10770 [36:37<29:29, 2.70it/s]
1/1 [==============================] - 0s 279ms/step
56%|█████▌ | 5998/10770 [36:37<28:57, 2.75it/s]
1/1 [==============================] - 0s 290ms/step
56%|█████▌ | 5999/10770 [36:38<29:09, 2.73it/s]
1/1 [==============================] - 0s 282ms/step
56%|█████▌ | 6000/10770 [36:38<28:48, 2.76it/s]
1/1 [==============================] - 0s 284ms/step
56%|█████▌ | 6001/10770 [36:38<28:38, 2.77it/s]
1/1 [==============================] - 0s 289ms/step
56%|█████▌ | 6002/10770 [36:39<28:59, 2.74it/s]
1/1 [==============================] - 0s 291ms/step
56%|█████▌ | 6003/10770 [36:39<28:55, 2.75it/s]
1/1 [==============================] - 0s 284ms/step
56%|█████▌ | 6004/10770 [36:39<28:40, 2.77it/s]
1/1 [==============================] - 0s 288ms/step
56%|█████▌ | 6005/10770 [36:40<28:34, 2.78it/s]
1/1 [==============================] - 0s 279ms/step
56%|█████▌ | 6006/10770 [36:40<28:31, 2.78it/s]
1/1 [==============================] - 0s 271ms/step
56%|█████▌ | 6007/10770 [36:40<28:14, 2.81it/s]
1/1 [==============================] - 0s 299ms/step
56%|█████▌ | 6008/10770 [36:41<28:31, 2.78it/s]
1/1 [==============================] - 0s 265ms/step
56%|█████▌ | 6009/10770 [36:41<28:36, 2.77it/s]
1/1 [==============================] - 0s 288ms/step
56%|█████▌ | 6010/10770 [36:41<28:30, 2.78it/s]
1/1 [==============================] - 0s 298ms/step
56%|█████▌ | 6011/10770 [36:42<28:49, 2.75it/s]
1/1 [==============================] - 0s 285ms/step
56%|█████▌ | 6012/10770 [36:42<28:35, 2.77it/s]
1/1 [==============================] - 0s 262ms/step
56%|█████▌ | 6013/10770 [36:43<28:21, 2.80it/s]
1/1 [==============================] - 0s 292ms/step
56%|█████▌ | 6014/10770 [36:43<28:26, 2.79it/s]
1/1 [==============================] - 0s 272ms/step
56%|█████▌ | 6015/10770 [36:43<28:11, 2.81it/s]
1/1 [==============================] - 0s 268ms/step
56%|█████▌ | 6016/10770 [36:44<27:46, 2.85it/s]
1/1 [==============================] - 0s 362ms/step
56%|█████▌ | 6017/10770 [36:44<29:38, 2.67it/s]
1/1 [==============================] - 0s 388ms/step
56%|█████▌ | 6018/10770 [36:45<32:32, 2.43it/s]
1/1 [==============================] - 0s 433ms/step
56%|█████▌ | 6019/10770 [36:45<34:59, 2.26it/s]
1/1 [==============================] - 0s 401ms/step
56%|█████▌ | 6020/10770 [36:46<36:34, 2.16it/s]
1/1 [==============================] - 0s 432ms/step
56%|█████▌ | 6021/10770 [36:46<38:43, 2.04it/s]
1/1 [==============================] - 0s 385ms/step
56%|█████▌ | 6022/10770 [36:47<38:45, 2.04it/s]
1/1 [==============================] - 0s 366ms/step
56%|█████▌ | 6023/10770 [36:47<44:19, 1.78it/s]
1/1 [==============================] - 0s 381ms/step
56%|█████▌ | 6024/10770 [36:48<42:19, 1.87it/s]
1/1 [==============================] - 0s 484ms/step
56%|█████▌ | 6025/10770 [36:48<44:13, 1.79it/s]
1/1 [==============================] - 0s 404ms/step
56%|█████▌ | 6026/10770 [36:49<43:32, 1.82it/s]
1/1 [==============================] - 0s 413ms/step
56%|█████▌ | 6027/10770 [36:50<48:23, 1.63it/s]
1/1 [==============================] - 0s 205ms/step
56%|█████▌ | 6028/10770 [36:50<40:26, 1.95it/s]
1/1 [==============================] - 0s 306ms/step
56%|█████▌ | 6029/10770 [36:50<37:46, 2.09it/s]
1/1 [==============================] - 0s 266ms/step
56%|█████▌ | 6030/10770 [36:51<34:25, 2.29it/s]
1/1 [==============================] - 0s 288ms/step
56%|█████▌ | 6031/10770 [36:51<32:28, 2.43it/s]
1/1 [==============================] - 0s 283ms/step
56%|█████▌ | 6032/10770 [36:51<31:02, 2.54it/s]
1/1 [==============================] - 0s 284ms/step
56%|█████▌ | 6033/10770 [36:52<30:07, 2.62it/s]
1/1 [==============================] - 0s 301ms/step
56%|█████▌ | 6034/10770 [36:52<29:51, 2.64it/s]
1/1 [==============================] - 0s 281ms/step
56%|█████▌ | 6035/10770 [36:53<29:42, 2.66it/s]
1/1 [==============================] - 0s 276ms/step
56%|█████▌ | 6036/10770 [36:53<29:12, 2.70it/s]
1/1 [==============================] - 0s 281ms/step
56%|█████▌ | 6037/10770 [36:53<29:01, 2.72it/s]
1/1 [==============================] - 0s 296ms/step
56%|█████▌ | 6038/10770 [36:54<28:52, 2.73it/s]
1/1 [==============================] - 0s 292ms/step
56%|█████▌ | 6039/10770 [36:54<28:50, 2.73it/s]
1/1 [==============================] - 0s 282ms/step
56%|█████▌ | 6040/10770 [36:54<28:29, 2.77it/s]
1/1 [==============================] - 0s 315ms/step
56%|█████▌ | 6041/10770 [36:55<28:53, 2.73it/s]
1/1 [==============================] - 0s 287ms/step
56%|█████▌ | 6042/10770 [36:55<28:36, 2.75it/s]
1/1 [==============================] - 0s 275ms/step
56%|█████▌ | 6043/10770 [36:55<28:10, 2.80it/s]
1/1 [==============================] - 0s 290ms/step
56%|█████▌ | 6044/10770 [36:56<28:21, 2.78it/s]
1/1 [==============================] - 0s 289ms/step
56%|█████▌ | 6045/10770 [36:56<28:14, 2.79it/s]
1/1 [==============================] - 0s 268ms/step
56%|█████▌ | 6046/10770 [36:56<28:18, 2.78it/s]
1/1 [==============================] - 0s 291ms/step
56%|█████▌ | 6047/10770 [36:57<28:49, 2.73it/s]
1/1 [==============================] - 0s 273ms/step
56%|█████▌ | 6048/10770 [36:57<28:40, 2.75it/s]
1/1 [==============================] - 0s 276ms/step
56%|█████▌ | 6049/10770 [36:58<28:14, 2.79it/s]
1/1 [==============================] - 0s 304ms/step
56%|█████▌ | 6050/10770 [36:58<28:46, 2.73it/s]
1/1 [==============================] - 0s 282ms/step
56%|█████▌ | 6051/10770 [36:58<28:23, 2.77it/s]
1/1 [==============================] - 0s 277ms/step
56%|█████▌ | 6052/10770 [36:59<28:03, 2.80it/s]
1/1 [==============================] - 0s 299ms/step
56%|█████▌ | 6053/10770 [36:59<28:19, 2.78it/s]
1/1 [==============================] - 0s 283ms/step
56%|█████▌ | 6054/10770 [36:59<28:10, 2.79it/s]
1/1 [==============================] - 0s 351ms/step
56%|█████▌ | 6055/10770 [37:00<29:40, 2.65it/s]
1/1 [==============================] - 0s 393ms/step
56%|█████▌ | 6056/10770 [37:00<32:34, 2.41it/s]
1/1 [==============================] - 0s 387ms/step
56%|█████▌ | 6057/10770 [37:01<35:36, 2.21it/s]
1/1 [==============================] - 0s 437ms/step
56%|█████▌ | 6058/10770 [37:01<37:22, 2.10it/s]
1/1 [==============================] - 0s 379ms/step
56%|█████▋ | 6059/10770 [37:02<43:34, 1.80it/s]
1/1 [==============================] - 0s 354ms/step
56%|█████▋ | 6060/10770 [37:03<41:09, 1.91it/s]
1/1 [==============================] - 0s 410ms/step
56%|█████▋ | 6061/10770 [37:03<40:05, 1.96it/s]
1/1 [==============================] - 0s 417ms/step
56%|█████▋ | 6062/10770 [37:04<40:13, 1.95it/s]
1/1 [==============================] - 0s 453ms/step
56%|█████▋ | 6063/10770 [37:04<41:15, 1.90it/s]
1/1 [==============================] - 0s 402ms/step
56%|█████▋ | 6064/10770 [37:05<41:13, 1.90it/s]
1/1 [==============================] - 0s 389ms/step
56%|█████▋ | 6065/10770 [37:05<46:52, 1.67it/s]
1/1 [==============================] - 0s 205ms/step
56%|█████▋ | 6066/10770 [37:06<39:15, 2.00it/s]
1/1 [==============================] - 0s 281ms/step
56%|█████▋ | 6067/10770 [37:06<35:48, 2.19it/s]
1/1 [==============================] - 0s 283ms/step
56%|█████▋ | 6068/10770 [37:06<33:51, 2.31it/s]
1/1 [==============================] - 0s 275ms/step
56%|█████▋ | 6069/10770 [37:07<31:45, 2.47it/s]
1/1 [==============================] - 0s 295ms/step
56%|█████▋ | 6070/10770 [37:07<30:47, 2.54it/s]
1/1 [==============================] - 0s 293ms/step
56%|█████▋ | 6071/10770 [37:07<30:12, 2.59it/s]
1/1 [==============================] - 0s 287ms/step
56%|█████▋ | 6072/10770 [37:08<29:37, 2.64it/s]
1/1 [==============================] - 0s 287ms/step
56%|█████▋ | 6073/10770 [37:08<29:01, 2.70it/s]
1/1 [==============================] - 0s 308ms/step
56%|█████▋ | 6074/10770 [37:09<29:10, 2.68it/s]
1/1 [==============================] - 0s 290ms/step
56%|█████▋ | 6075/10770 [37:09<28:54, 2.71it/s]
1/1 [==============================] - 0s 284ms/step
56%|█████▋ | 6076/10770 [37:09<28:29, 2.75it/s]
1/1 [==============================] - 0s 296ms/step
56%|█████▋ | 6077/10770 [37:10<28:41, 2.73it/s]
1/1 [==============================] - 0s 288ms/step
56%|█████▋ | 6078/10770 [37:10<28:25, 2.75it/s]
1/1 [==============================] - 0s 287ms/step
56%|█████▋ | 6079/10770 [37:10<28:38, 2.73it/s]
1/1 [==============================] - 0s 294ms/step
56%|█████▋ | 6080/10770 [37:11<28:33, 2.74it/s]
1/1 [==============================] - 0s 290ms/step
56%|█████▋ | 6081/10770 [37:11<28:33, 2.74it/s]
1/1 [==============================] - 0s 285ms/step
56%|█████▋ | 6082/10770 [37:11<28:26, 2.75it/s]
1/1 [==============================] - 0s 291ms/step
56%|█████▋ | 6083/10770 [37:12<28:17, 2.76it/s]
1/1 [==============================] - 0s 289ms/step
56%|█████▋ | 6084/10770 [37:12<28:10, 2.77it/s]
1/1 [==============================] - 0s 275ms/step
56%|█████▋ | 6085/10770 [37:13<27:53, 2.80it/s]
1/1 [==============================] - 0s 301ms/step
57%|█████▋ | 6086/10770 [37:13<28:19, 2.76it/s]
1/1 [==============================] - 0s 273ms/step
57%|█████▋ | 6087/10770 [37:13<27:50, 2.80it/s]
1/1 [==============================] - 0s 284ms/step
57%|█████▋ | 6088/10770 [37:14<27:44, 2.81it/s]
1/1 [==============================] - 0s 280ms/step
57%|█████▋ | 6089/10770 [37:14<28:15, 2.76it/s]
1/1 [==============================] - 0s 281ms/step
57%|█████▋ | 6090/10770 [37:14<28:17, 2.76it/s]
1/1 [==============================] - 0s 302ms/step
57%|█████▋ | 6091/10770 [37:15<28:41, 2.72it/s]
1/1 [==============================] - 0s 257ms/step
57%|█████▋ | 6092/10770 [37:15<28:44, 2.71it/s]
1/1 [==============================] - 0s 326ms/step
57%|█████▋ | 6093/10770 [37:16<29:23, 2.65it/s]
1/1 [==============================] - 0s 384ms/step
57%|█████▋ | 6094/10770 [37:16<31:30, 2.47it/s]
1/1 [==============================] - 0s 392ms/step
57%|█████▋ | 6095/10770 [37:16<34:07, 2.28it/s]
1/1 [==============================] - 0s 412ms/step
57%|█████▋ | 6096/10770 [37:17<42:16, 1.84it/s]
1/1 [==============================] - 0s 344ms/step
57%|█████▋ | 6097/10770 [37:18<39:27, 1.97it/s]
1/1 [==============================] - 0s 394ms/step
57%|█████▋ | 6098/10770 [37:18<38:51, 2.00it/s]
1/1 [==============================] - 0s 406ms/step
57%|█████▋ | 6099/10770 [37:19<39:46, 1.96it/s]
1/1 [==============================] - 0s 428ms/step
57%|█████▋ | 6100/10770 [37:19<39:37, 1.96it/s]
1/1 [==============================] - 0s 439ms/step
57%|█████▋ | 6101/10770 [37:20<40:04, 1.94it/s]
1/1 [==============================] - 0s 381ms/step
57%|█████▋ | 6102/10770 [37:20<38:41, 2.01it/s]
1/1 [==============================] - 0s 398ms/step
57%|█████▋ | 6103/10770 [37:21<45:44, 1.70it/s]
1/1 [==============================] - 0s 287ms/step
57%|█████▋ | 6104/10770 [37:21<41:20, 1.88it/s]
1/1 [==============================] - 0s 288ms/step
57%|█████▋ | 6105/10770 [37:22<37:19, 2.08it/s]
1/1 [==============================] - 0s 286ms/step
57%|█████▋ | 6106/10770 [37:22<34:26, 2.26it/s]
1/1 [==============================] - 0s 297ms/step
57%|█████▋ | 6107/10770 [37:23<33:01, 2.35it/s]
1/1 [==============================] - 0s 281ms/step
57%|█████▋ | 6108/10770 [37:23<31:19, 2.48it/s]
1/1 [==============================] - 0s 282ms/step
57%|█████▋ | 6109/10770 [37:23<30:04, 2.58it/s]
1/1 [==============================] - 0s 307ms/step
57%|█████▋ | 6110/10770 [37:24<29:53, 2.60it/s]
1/1 [==============================] - 0s 275ms/step
57%|█████▋ | 6111/10770 [37:24<28:58, 2.68it/s]
1/1 [==============================] - 0s 281ms/step
57%|█████▋ | 6112/10770 [37:24<28:52, 2.69it/s]
1/1 [==============================] - 0s 289ms/step
57%|█████▋ | 6113/10770 [37:25<28:41, 2.71it/s]
1/1 [==============================] - 0s 289ms/step
57%|█████▋ | 6114/10770 [37:25<28:28, 2.72it/s]
1/1 [==============================] - 0s 275ms/step
57%|█████▋ | 6115/10770 [37:25<28:01, 2.77it/s]
1/1 [==============================] - 0s 297ms/step
57%|█████▋ | 6116/10770 [37:26<28:10, 2.75it/s]
1/1 [==============================] - 0s 291ms/step
57%|█████▋ | 6117/10770 [37:26<28:21, 2.74it/s]
1/1 [==============================] - 0s 285ms/step
57%|█████▋ | 6118/10770 [37:26<28:09, 2.75it/s]
1/1 [==============================] - 0s 308ms/step
57%|█████▋ | 6119/10770 [37:27<28:24, 2.73it/s]
1/1 [==============================] - 0s 290ms/step
57%|█████▋ | 6120/10770 [37:27<28:14, 2.74it/s]
1/1 [==============================] - 0s 291ms/step
57%|█████▋ | 6121/10770 [37:28<28:10, 2.75it/s]
1/1 [==============================] - 0s 264ms/step
57%|█████▋ | 6122/10770 [37:28<28:11, 2.75it/s]
1/1 [==============================] - 0s 297ms/step
57%|█████▋ | 6123/10770 [37:28<28:13, 2.74it/s]
1/1 [==============================] - 0s 259ms/step
57%|█████▋ | 6124/10770 [37:29<28:05, 2.76it/s]
1/1 [==============================] - 0s 280ms/step
57%|█████▋ | 6125/10770 [37:29<28:32, 2.71it/s]
1/1 [==============================] - 0s 283ms/step
57%|█████▋ | 6126/10770 [37:29<28:32, 2.71it/s]
1/1 [==============================] - 0s 293ms/step
57%|█████▋ | 6127/10770 [37:30<28:36, 2.71it/s]
1/1 [==============================] - 0s 293ms/step
57%|█████▋ | 6128/10770 [37:30<28:36, 2.70it/s]
1/1 [==============================] - 0s 299ms/step
57%|█████▋ | 6129/10770 [37:31<29:05, 2.66it/s]
1/1 [==============================] - 0s 301ms/step
57%|█████▋ | 6130/10770 [37:31<28:55, 2.67it/s]
1/1 [==============================] - 0s 286ms/step
57%|█████▋ | 6131/10770 [37:31<28:51, 2.68it/s]
1/1 [==============================] - 0s 365ms/step
57%|█████▋ | 6132/10770 [37:32<32:00, 2.41it/s]
1/1 [==============================] - 0s 409ms/step
57%|█████▋ | 6133/10770 [37:32<34:07, 2.26it/s]
1/1 [==============================] - 0s 361ms/step
57%|█████▋ | 6134/10770 [37:33<34:24, 2.25it/s]
1/1 [==============================] - 0s 373ms/step
57%|█████▋ | 6135/10770 [37:33<35:34, 2.17it/s]
1/1 [==============================] - 0s 413ms/step
57%|█████▋ | 6136/10770 [37:34<37:22, 2.07it/s]
1/1 [==============================] - 0s 398ms/step
57%|█████▋ | 6137/10770 [37:34<37:48, 2.04it/s]
1/1 [==============================] - 0s 433ms/step
57%|█████▋ | 6138/10770 [37:35<39:21, 1.96it/s]
1/1 [==============================] - 0s 431ms/step
57%|█████▋ | 6139/10770 [37:36<45:35, 1.69it/s]
1/1 [==============================] - 0s 384ms/step
57%|█████▋ | 6140/10770 [37:36<49:11, 1.57it/s]
1/1 [==============================] - 0s 367ms/step
57%|█████▋ | 6141/10770 [37:37<52:02, 1.48it/s]
1/1 [==============================] - 0s 223ms/step
57%|█████▋ | 6142/10770 [37:37<43:33, 1.77it/s]
1/1 [==============================] - 0s 267ms/step
57%|█████▋ | 6143/10770 [37:38<38:24, 2.01it/s]
1/1 [==============================] - 0s 279ms/step
57%|█████▋ | 6144/10770 [37:38<35:07, 2.20it/s]
1/1 [==============================] - 0s 294ms/step
57%|█████▋ | 6145/10770 [37:39<33:21, 2.31it/s]
1/1 [==============================] - 0s 275ms/step
57%|█████▋ | 6146/10770 [37:39<31:12, 2.47it/s]
1/1 [==============================] - 0s 286ms/step
57%|█████▋ | 6147/10770 [37:39<30:06, 2.56it/s]
1/1 [==============================] - 0s 301ms/step
57%|█████▋ | 6148/10770 [37:40<29:36, 2.60it/s]
1/1 [==============================] - 0s 285ms/step
57%|█████▋ | 6149/10770 [37:40<28:55, 2.66it/s]
1/1 [==============================] - 0s 280ms/step
57%|█████▋ | 6150/10770 [37:40<28:16, 2.72it/s]
1/1 [==============================] - 0s 303ms/step
57%|█████▋ | 6151/10770 [37:41<28:37, 2.69it/s]
1/1 [==============================] - 0s 277ms/step
57%|█████▋ | 6152/10770 [37:41<28:03, 2.74it/s]
1/1 [==============================] - 0s 268ms/step
57%|█████▋ | 6153/10770 [37:41<27:46, 2.77it/s]
1/1 [==============================] - 0s 289ms/step
57%|█████▋ | 6154/10770 [37:42<27:56, 2.75it/s]
1/1 [==============================] - 0s 289ms/step
57%|█████▋ | 6155/10770 [37:42<27:45, 2.77it/s]
1/1 [==============================] - 0s 298ms/step
57%|█████▋ | 6156/10770 [37:43<28:38, 2.68it/s]
1/1 [==============================] - 0s 274ms/step
57%|█████▋ | 6157/10770 [37:43<28:18, 2.72it/s]
1/1 [==============================] - 0s 278ms/step
57%|█████▋ | 6158/10770 [37:43<27:51, 2.76it/s]
1/1 [==============================] - 0s 294ms/step
57%|█████▋ | 6159/10770 [37:44<28:08, 2.73it/s]
1/1 [==============================] - 0s 315ms/step
57%|█████▋ | 6160/10770 [37:44<29:19, 2.62it/s]
1/1 [==============================] - 0s 300ms/step
57%|█████▋ | 6161/10770 [37:44<29:03, 2.64it/s]
1/1 [==============================] - 0s 288ms/step
57%|█████▋ | 6162/10770 [37:45<28:55, 2.65it/s]
1/1 [==============================] - 0s 274ms/step
57%|█████▋ | 6163/10770 [37:45<28:09, 2.73it/s]
1/1 [==============================] - 0s 281ms/step
57%|█████▋ | 6164/10770 [37:45<27:54, 2.75it/s]
1/1 [==============================] - 0s 299ms/step
57%|█████▋ | 6165/10770 [37:46<28:11, 2.72it/s]
1/1 [==============================] - 0s 273ms/step
57%|█████▋ | 6166/10770 [37:46<27:40, 2.77it/s]
1/1 [==============================] - 0s 272ms/step
57%|█████▋ | 6167/10770 [37:47<27:40, 2.77it/s]
1/1 [==============================] - 0s 279ms/step
57%|█████▋ | 6168/10770 [37:47<27:47, 2.76it/s]
1/1 [==============================] - 0s 387ms/step
57%|█████▋ | 6169/10770 [37:47<30:41, 2.50it/s]
1/1 [==============================] - 0s 391ms/step
57%|█████▋ | 6170/10770 [37:48<32:09, 2.38it/s]
1/1 [==============================] - 0s 411ms/step
57%|█████▋ | 6171/10770 [37:48<34:30, 2.22it/s]
1/1 [==============================] - 0s 427ms/step
57%|█████▋ | 6172/10770 [37:49<36:29, 2.10it/s]
1/1 [==============================] - 0s 379ms/step
57%|█████▋ | 6173/10770 [37:50<42:34, 1.80it/s]
1/1 [==============================] - 0s 376ms/step
57%|█████▋ | 6174/10770 [37:50<46:48, 1.64it/s]
1/1 [==============================] - 0s 358ms/step
57%|█████▋ | 6175/10770 [37:51<43:10, 1.77it/s]
1/1 [==============================] - 0s 390ms/step
57%|█████▋ | 6176/10770 [37:52<47:03, 1.63it/s]
1/1 [==============================] - 0s 353ms/step
57%|█████▋ | 6177/10770 [37:52<43:10, 1.77it/s]
1/1 [==============================] - 0s 325ms/step
57%|█████▋ | 6178/10770 [37:53<41:22, 1.85it/s]
1/1 [==============================] - 0s 288ms/step
57%|█████▋ | 6179/10770 [37:53<37:07, 2.06it/s]
1/1 [==============================] - 0s 305ms/step
57%|█████▋ | 6180/10770 [37:53<34:35, 2.21it/s]
1/1 [==============================] - 0s 276ms/step
57%|█████▋ | 6181/10770 [37:54<32:42, 2.34it/s]
1/1 [==============================] - 0s 300ms/step
57%|█████▋ | 6182/10770 [37:54<31:39, 2.42it/s]
1/1 [==============================] - 0s 308ms/step
57%|█████▋ | 6183/10770 [37:54<30:59, 2.47it/s]
1/1 [==============================] - 0s 291ms/step
57%|█████▋ | 6184/10770 [37:55<30:04, 2.54it/s]
1/1 [==============================] - 0s 295ms/step
57%|█████▋ | 6185/10770 [37:55<29:38, 2.58it/s]
1/1 [==============================] - 0s 309ms/step
57%|█████▋ | 6186/10770 [37:56<29:34, 2.58it/s]
1/1 [==============================] - 0s 280ms/step
57%|█████▋ | 6187/10770 [37:56<28:48, 2.65it/s]
1/1 [==============================] - 0s 287ms/step
57%|█████▋ | 6188/10770 [37:56<28:26, 2.68it/s]
1/1 [==============================] - 0s 286ms/step
57%|█████▋ | 6189/10770 [37:57<28:41, 2.66it/s]
1/1 [==============================] - 0s 292ms/step
57%|█████▋ | 6190/10770 [37:57<28:31, 2.68it/s]
1/1 [==============================] - 0s 296ms/step
57%|█████▋ | 6191/10770 [37:57<28:26, 2.68it/s]
1/1 [==============================] - 0s 298ms/step
57%|█████▋ | 6192/10770 [37:58<28:27, 2.68it/s]
1/1 [==============================] - 0s 296ms/step
58%|█████▊ | 6193/10770 [37:58<28:21, 2.69it/s]
1/1 [==============================] - 0s 289ms/step
58%|█████▊ | 6194/10770 [37:58<28:25, 2.68it/s]
1/1 [==============================] - 0s 290ms/step
58%|█████▊ | 6195/10770 [37:59<28:32, 2.67it/s]
1/1 [==============================] - 0s 283ms/step
58%|█████▊ | 6196/10770 [37:59<28:09, 2.71it/s]
1/1 [==============================] - 0s 319ms/step
58%|█████▊ | 6197/10770 [38:00<28:41, 2.66it/s]
1/1 [==============================] - 0s 284ms/step
58%|█████▊ | 6198/10770 [38:00<28:26, 2.68it/s]
1/1 [==============================] - 0s 278ms/step
58%|█████▊ | 6199/10770 [38:00<28:09, 2.71it/s]
1/1 [==============================] - 0s 287ms/step
58%|█████▊ | 6200/10770 [38:01<28:31, 2.67it/s]
1/1 [==============================] - 0s 310ms/step
58%|█████▊ | 6201/10770 [38:01<28:50, 2.64it/s]
1/1 [==============================] - 0s 287ms/step
58%|█████▊ | 6202/10770 [38:01<28:31, 2.67it/s]
1/1 [==============================] - 0s 328ms/step
58%|█████▊ | 6203/10770 [38:02<29:17, 2.60it/s]
1/1 [==============================] - 0s 318ms/step
58%|█████▊ | 6204/10770 [38:02<29:39, 2.57it/s]
1/1 [==============================] - 0s 378ms/step
58%|█████▊ | 6205/10770 [38:03<37:50, 2.01it/s]
1/1 [==============================] - 0s 407ms/step
58%|█████▊ | 6206/10770 [38:04<37:58, 2.00it/s]
1/1 [==============================] - 0s 480ms/step
58%|█████▊ | 6207/10770 [38:04<40:13, 1.89it/s]
1/1 [==============================] - 0s 392ms/step
58%|█████▊ | 6208/10770 [38:05<46:30, 1.63it/s]
1/1 [==============================] - 0s 394ms/step
58%|█████▊ | 6209/10770 [38:05<44:02, 1.73it/s]
1/1 [==============================] - 0s 464ms/step
58%|█████▊ | 6210/10770 [38:06<44:01, 1.73it/s]
1/1 [==============================] - 0s 451ms/step
58%|█████▊ | 6211/10770 [38:07<49:26, 1.54it/s]
1/1 [==============================] - 0s 313ms/step
58%|█████▊ | 6212/10770 [38:07<43:42, 1.74it/s]
1/1 [==============================] - 0s 283ms/step
58%|█████▊ | 6213/10770 [38:08<38:44, 1.96it/s]
1/1 [==============================] - 0s 298ms/step
58%|█████▊ | 6214/10770 [38:08<35:39, 2.13it/s]
1/1 [==============================] - 0s 305ms/step
58%|█████▊ | 6215/10770 [38:08<33:51, 2.24it/s]
1/1 [==============================] - 0s 296ms/step
58%|█████▊ | 6216/10770 [38:09<32:00, 2.37it/s]
1/1 [==============================] - 0s 300ms/step
58%|█████▊ | 6217/10770 [38:09<31:00, 2.45it/s]
1/1 [==============================] - 0s 279ms/step
58%|█████▊ | 6218/10770 [38:09<29:53, 2.54it/s]
1/1 [==============================] - 0s 270ms/step
58%|█████▊ | 6219/10770 [38:10<28:50, 2.63it/s]
1/1 [==============================] - 0s 293ms/step
58%|█████▊ | 6220/10770 [38:10<28:49, 2.63it/s]
1/1 [==============================] - 0s 294ms/step
58%|█████▊ | 6221/10770 [38:11<28:34, 2.65it/s]
1/1 [==============================] - 0s 279ms/step
58%|█████▊ | 6222/10770 [38:11<28:18, 2.68it/s]
1/1 [==============================] - 0s 299ms/step
58%|█████▊ | 6223/10770 [38:11<28:23, 2.67it/s]
1/1 [==============================] - 0s 282ms/step
58%|█████▊ | 6224/10770 [38:12<28:07, 2.69it/s]
1/1 [==============================] - 0s 291ms/step
58%|█████▊ | 6225/10770 [38:12<27:56, 2.71it/s]
1/1 [==============================] - 0s 299ms/step
58%|█████▊ | 6226/10770 [38:12<28:07, 2.69it/s]
1/1 [==============================] - 0s 289ms/step
58%|█████▊ | 6227/10770 [38:13<27:51, 2.72it/s]
1/1 [==============================] - 0s 284ms/step
58%|█████▊ | 6228/10770 [38:13<27:49, 2.72it/s]
1/1 [==============================] - 0s 307ms/step
58%|█████▊ | 6229/10770 [38:13<28:03, 2.70it/s]
1/1 [==============================] - 0s 296ms/step
58%|█████▊ | 6230/10770 [38:14<27:54, 2.71it/s]
1/1 [==============================] - 0s 273ms/step
58%|█████▊ | 6231/10770 [38:14<27:39, 2.73it/s]
1/1 [==============================] - 0s 308ms/step
58%|█████▊ | 6232/10770 [38:15<28:06, 2.69it/s]
1/1 [==============================] - 0s 273ms/step
58%|█████▊ | 6233/10770 [38:15<27:58, 2.70it/s]
1/1 [==============================] - 0s 293ms/step
58%|█████▊ | 6234/10770 [38:15<27:55, 2.71it/s]
1/1 [==============================] - 0s 297ms/step
58%|█████▊ | 6235/10770 [38:16<28:10, 2.68it/s]
1/1 [==============================] - 0s 304ms/step
58%|█████▊ | 6236/10770 [38:16<28:17, 2.67it/s]
1/1 [==============================] - 0s 314ms/step
58%|█████▊ | 6237/10770 [38:16<28:47, 2.62it/s]
1/1 [==============================] - 0s 304ms/step
58%|█████▊ | 6238/10770 [38:17<28:50, 2.62it/s]
1/1 [==============================] - 0s 363ms/step
58%|█████▊ | 6239/10770 [38:17<30:16, 2.49it/s]
1/1 [==============================] - 0s 404ms/step
58%|█████▊ | 6240/10770 [38:18<32:11, 2.35it/s]
1/1 [==============================] - 0s 383ms/step
58%|█████▊ | 6241/10770 [38:18<33:15, 2.27it/s]
1/1 [==============================] - 0s 408ms/step
58%|█████▊ | 6242/10770 [38:19<34:33, 2.18it/s]
1/1 [==============================] - 0s 357ms/step
58%|█████▊ | 6243/10770 [38:19<33:48, 2.23it/s]
1/1 [==============================] - 0s 366ms/step
58%|█████▊ | 6244/10770 [38:20<40:36, 1.86it/s]
1/1 [==============================] - 0s 372ms/step
58%|█████▊ | 6245/10770 [38:20<39:04, 1.93it/s]
1/1 [==============================] - 0s 397ms/step
58%|█████▊ | 6246/10770 [38:21<43:48, 1.72it/s]
1/1 [==============================] - 0s 401ms/step
58%|█████▊ | 6247/10770 [38:22<41:22, 1.82it/s]
1/1 [==============================] - 0s 403ms/step
58%|█████▊ | 6248/10770 [38:22<46:10, 1.63it/s]
1/1 [==============================] - 0s 350ms/step
58%|█████▊ | 6249/10770 [38:23<42:25, 1.78it/s]
1/1 [==============================] - 0s 306ms/step
58%|█████▊ | 6250/10770 [38:23<39:15, 1.92it/s]
1/1 [==============================] - 0s 289ms/step
58%|█████▊ | 6251/10770 [38:24<35:37, 2.11it/s]
1/1 [==============================] - 0s 285ms/step
58%|█████▊ | 6252/10770 [38:24<33:06, 2.27it/s]
1/1 [==============================] - 0s 289ms/step
58%|█████▊ | 6253/10770 [38:24<31:42, 2.37it/s]
1/1 [==============================] - 0s 295ms/step
58%|█████▊ | 6254/10770 [38:25<30:41, 2.45it/s]
1/1 [==============================] - 0s 274ms/step
58%|█████▊ | 6255/10770 [38:25<30:05, 2.50it/s]
1/1 [==============================] - 0s 282ms/step
58%|█████▊ | 6256/10770 [38:25<29:13, 2.57it/s]
1/1 [==============================] - 0s 277ms/step
58%|█████▊ | 6257/10770 [38:26<28:22, 2.65it/s]
1/1 [==============================] - 0s 297ms/step
58%|█████▊ | 6258/10770 [38:26<28:02, 2.68it/s]
1/1 [==============================] - 0s 295ms/step
58%|█████▊ | 6259/10770 [38:27<27:50, 2.70it/s]
1/1 [==============================] - 0s 292ms/step
58%|█████▊ | 6260/10770 [38:27<27:40, 2.72it/s]
1/1 [==============================] - 0s 305ms/step
58%|█████▊ | 6261/10770 [38:27<27:54, 2.69it/s]
1/1 [==============================] - 0s 292ms/step
58%|█████▊ | 6262/10770 [38:28<27:45, 2.71it/s]
1/1 [==============================] - 0s 301ms/step
58%|█████▊ | 6263/10770 [38:28<27:44, 2.71it/s]
1/1 [==============================] - 0s 307ms/step
58%|█████▊ | 6264/10770 [38:28<28:24, 2.64it/s]
1/1 [==============================] - 0s 273ms/step
58%|█████▊ | 6265/10770 [38:29<27:35, 2.72it/s]
1/1 [==============================] - 0s 270ms/step
58%|█████▊ | 6266/10770 [38:29<27:53, 2.69it/s]
1/1 [==============================] - 0s 298ms/step
58%|█████▊ | 6267/10770 [38:30<27:59, 2.68it/s]
1/1 [==============================] - 0s 278ms/step
58%|█████▊ | 6268/10770 [38:30<27:34, 2.72it/s]
1/1 [==============================] - 0s 280ms/step
58%|█████▊ | 6269/10770 [38:30<27:10, 2.76it/s]
1/1 [==============================] - 0s 313ms/step
58%|█████▊ | 6270/10770 [38:31<27:43, 2.71it/s]
1/1 [==============================] - 0s 293ms/step
58%|█████▊ | 6271/10770 [38:31<27:42, 2.71it/s]
1/1 [==============================] - 0s 274ms/step
58%|█████▊ | 6272/10770 [38:31<27:14, 2.75it/s]
1/1 [==============================] - 0s 296ms/step
58%|█████▊ | 6273/10770 [38:32<27:21, 2.74it/s]
1/1 [==============================] - 0s 290ms/step
58%|█████▊ | 6274/10770 [38:32<27:14, 2.75it/s]
1/1 [==============================] - 0s 324ms/step
58%|█████▊ | 6275/10770 [38:32<27:55, 2.68it/s]
1/1 [==============================] - 0s 305ms/step
58%|█████▊ | 6276/10770 [38:33<28:02, 2.67it/s]
1/1 [==============================] - 0s 382ms/step
58%|█████▊ | 6277/10770 [38:33<30:18, 2.47it/s]
1/1 [==============================] - 0s 420ms/step
58%|█████▊ | 6278/10770 [38:34<32:52, 2.28it/s]
1/1 [==============================] - 0s 461ms/step
58%|█████▊ | 6279/10770 [38:34<35:04, 2.13it/s]
1/1 [==============================] - 0s 413ms/step
58%|█████▊ | 6280/10770 [38:35<36:11, 2.07it/s]
1/1 [==============================] - 0s 390ms/step
58%|█████▊ | 6281/10770 [38:35<36:18, 2.06it/s]
1/1 [==============================] - 0s 408ms/step
58%|█████▊ | 6282/10770 [38:36<36:33, 2.05it/s]
1/1 [==============================] - 0s 334ms/step
58%|█████▊ | 6283/10770 [38:36<34:36, 2.16it/s]
1/1 [==============================] - 0s 361ms/step
58%|█████▊ | 6284/10770 [38:37<34:25, 2.17it/s]
1/1 [==============================] - 0s 392ms/step
58%|█████▊ | 6285/10770 [38:38<41:56, 1.78it/s]
1/1 [==============================] - 0s 386ms/step
58%|█████▊ | 6286/10770 [38:38<39:30, 1.89it/s]
1/1 [==============================] - 0s 375ms/step
58%|█████▊ | 6287/10770 [38:38<37:46, 1.98it/s]
1/1 [==============================] - 0s 427ms/step
58%|█████▊ | 6288/10770 [38:39<38:38, 1.93it/s]
1/1 [==============================] - 0s 358ms/step
58%|█████▊ | 6289/10770 [38:39<37:46, 1.98it/s]
1/1 [==============================] - 0s 302ms/step
58%|█████▊ | 6290/10770 [38:40<34:49, 2.14it/s]
1/1 [==============================] - 0s 301ms/step
58%|█████▊ | 6291/10770 [38:40<32:40, 2.28it/s]
1/1 [==============================] - 0s 300ms/step
58%|█████▊ | 6292/10770 [38:41<31:17, 2.39it/s]
1/1 [==============================] - 0s 305ms/step
58%|█████▊ | 6293/10770 [38:41<30:23, 2.46it/s]
1/1 [==============================] - 0s 296ms/step
58%|█████▊ | 6294/10770 [38:41<29:49, 2.50it/s]
1/1 [==============================] - 0s 284ms/step
58%|█████▊ | 6295/10770 [38:42<29:01, 2.57it/s]
1/1 [==============================] - 0s 281ms/step
58%|█████▊ | 6296/10770 [38:42<28:08, 2.65it/s]
1/1 [==============================] - 0s 287ms/step
58%|█████▊ | 6297/10770 [38:42<28:09, 2.65it/s]
1/1 [==============================] - 0s 279ms/step
58%|█████▊ | 6298/10770 [38:43<27:29, 2.71it/s]
1/1 [==============================] - 0s 287ms/step
58%|█████▊ | 6299/10770 [38:43<27:47, 2.68it/s]
1/1 [==============================] - 0s 280ms/step
58%|█████▊ | 6300/10770 [38:44<27:22, 2.72it/s]
1/1 [==============================] - 0s 290ms/step
59%|█████▊ | 6301/10770 [38:44<27:08, 2.74it/s]
1/1 [==============================] - 0s 297ms/step
59%|█████▊ | 6302/10770 [38:44<27:12, 2.74it/s]
1/1 [==============================] - 0s 285ms/step
59%|█████▊ | 6303/10770 [38:45<27:03, 2.75it/s]
1/1 [==============================] - 0s 290ms/step
59%|█████▊ | 6304/10770 [38:45<27:03, 2.75it/s]
1/1 [==============================] - 0s 306ms/step
59%|█████▊ | 6305/10770 [38:45<27:23, 2.72it/s]
1/1 [==============================] - 0s 277ms/step
59%|█████▊ | 6306/10770 [38:46<26:55, 2.76it/s]
1/1 [==============================] - 0s 285ms/step
59%|█████▊ | 6307/10770 [38:46<26:42, 2.78it/s]
1/1 [==============================] - 0s 299ms/step
59%|█████▊ | 6308/10770 [38:46<27:01, 2.75it/s]
1/1 [==============================] - 0s 282ms/step
59%|█████▊ | 6309/10770 [38:47<26:52, 2.77it/s]
1/1 [==============================] - 0s 279ms/step
59%|█████▊ | 6310/10770 [38:47<26:52, 2.77it/s]
1/1 [==============================] - 0s 310ms/step
59%|█████▊ | 6311/10770 [38:48<27:19, 2.72it/s]
1/1 [==============================] - 0s 284ms/step
59%|█████▊ | 6312/10770 [38:48<27:13, 2.73it/s]
1/1 [==============================] - 0s 288ms/step
59%|█████▊ | 6313/10770 [38:48<27:04, 2.74it/s]
1/1 [==============================] - 0s 306ms/step
59%|█████▊ | 6314/10770 [38:49<27:14, 2.73it/s]
1/1 [==============================] - 0s 297ms/step
59%|█████▊ | 6315/10770 [38:49<27:17, 2.72it/s]
1/1 [==============================] - 0s 288ms/step
59%|█████▊ | 6316/10770 [38:49<26:59, 2.75it/s]
1/1 [==============================] - 0s 397ms/step
59%|█████▊ | 6317/10770 [38:50<29:57, 2.48it/s]
1/1 [==============================] - 0s 446ms/step
59%|█████▊ | 6318/10770 [38:50<32:51, 2.26it/s]
1/1 [==============================] - 0s 420ms/step
59%|█████▊ | 6319/10770 [38:51<38:59, 1.90it/s]
1/1 [==============================] - 0s 390ms/step
59%|█████▊ | 6320/10770 [38:52<38:10, 1.94it/s]
1/1 [==============================] - 0s 421ms/step
59%|█████▊ | 6321/10770 [38:52<44:18, 1.67it/s]
1/1 [==============================] - 0s 381ms/step
59%|█████▊ | 6322/10770 [38:53<41:36, 1.78it/s]
1/1 [==============================] - 0s 447ms/step
59%|█████▊ | 6323/10770 [38:53<41:55, 1.77it/s]
1/1 [==============================] - 0s 383ms/step
59%|█████▊ | 6324/10770 [38:54<40:26, 1.83it/s]
1/1 [==============================] - 0s 383ms/step
59%|█████▊ | 6325/10770 [38:54<38:48, 1.91it/s]
1/1 [==============================] - 0s 375ms/step
59%|█████▊ | 6326/10770 [38:55<37:34, 1.97it/s]
1/1 [==============================] - 0s 383ms/step
59%|█████▊ | 6327/10770 [38:55<37:07, 1.99it/s]
1/1 [==============================] - 0s 288ms/step
59%|█████▉ | 6328/10770 [38:56<34:16, 2.16it/s]
1/1 [==============================] - 0s 308ms/step
59%|█████▉ | 6329/10770 [38:56<32:58, 2.24it/s]
1/1 [==============================] - 0s 270ms/step
59%|█████▉ | 6330/10770 [38:56<30:34, 2.42it/s]
1/1 [==============================] - 0s 290ms/step
59%|█████▉ | 6331/10770 [38:57<29:19, 2.52it/s]
1/1 [==============================] - 0s 285ms/step
59%|█████▉ | 6332/10770 [38:57<28:52, 2.56it/s]
1/1 [==============================] - 0s 287ms/step
59%|█████▉ | 6333/10770 [38:58<28:17, 2.61it/s]
1/1 [==============================] - 0s 286ms/step
59%|█████▉ | 6334/10770 [38:58<27:44, 2.66it/s]
1/1 [==============================] - 0s 307ms/step
59%|█████▉ | 6335/10770 [38:58<28:09, 2.63it/s]
1/1 [==============================] - 0s 282ms/step
59%|█████▉ | 6336/10770 [38:59<27:38, 2.67it/s]
1/1 [==============================] - 0s 290ms/step
59%|█████▉ | 6337/10770 [38:59<27:19, 2.70it/s]
1/1 [==============================] - 0s 307ms/step
59%|█████▉ | 6338/10770 [38:59<27:27, 2.69it/s]
1/1 [==============================] - 0s 282ms/step
59%|█████▉ | 6339/10770 [39:00<27:17, 2.71it/s]
1/1 [==============================] - 0s 294ms/step
59%|█████▉ | 6340/10770 [39:00<27:33, 2.68it/s]
1/1 [==============================] - 0s 288ms/step
59%|█████▉ | 6341/10770 [39:01<27:34, 2.68it/s]
1/1 [==============================] - 0s 284ms/step
59%|█████▉ | 6342/10770 [39:01<27:15, 2.71it/s]
1/1 [==============================] - 0s 297ms/step
59%|█████▉ | 6343/10770 [39:01<27:24, 2.69it/s]
1/1 [==============================] - 0s 265ms/step
59%|█████▉ | 6344/10770 [39:02<27:33, 2.68it/s]
1/1 [==============================] - 0s 288ms/step
59%|█████▉ | 6345/10770 [39:02<27:15, 2.71it/s]
1/1 [==============================] - 0s 295ms/step
59%|█████▉ | 6346/10770 [39:02<27:08, 2.72it/s]
1/1 [==============================] - 0s 318ms/step
59%|█████▉ | 6347/10770 [39:03<28:03, 2.63it/s]
1/1 [==============================] - 0s 289ms/step
59%|█████▉ | 6348/10770 [39:03<27:56, 2.64it/s]
1/1 [==============================] - 0s 310ms/step
59%|█████▉ | 6349/10770 [39:04<28:09, 2.62it/s]
1/1 [==============================] - 0s 278ms/step
59%|█████▉ | 6350/10770 [39:04<27:39, 2.66it/s]
1/1 [==============================] - 0s 292ms/step
59%|█████▉ | 6351/10770 [39:04<27:29, 2.68it/s]
1/1 [==============================] - 0s 295ms/step
59%|█████▉ | 6352/10770 [39:05<27:34, 2.67it/s]
1/1 [==============================] - 0s 289ms/step
59%|█████▉ | 6353/10770 [39:05<27:17, 2.70it/s]
1/1 [==============================] - 0s 371ms/step
59%|█████▉ | 6354/10770 [39:05<29:15, 2.51it/s]
1/1 [==============================] - 0s 415ms/step
59%|█████▉ | 6355/10770 [39:06<32:25, 2.27it/s]
1/1 [==============================] - 0s 357ms/step
59%|█████▉ | 6356/10770 [39:06<32:07, 2.29it/s]
1/1 [==============================] - 0s 365ms/step
59%|█████▉ | 6357/10770 [39:07<31:58, 2.30it/s]
1/1 [==============================] - 0s 350ms/step
59%|█████▉ | 6358/10770 [39:07<31:35, 2.33it/s]
1/1 [==============================] - 0s 442ms/step
59%|█████▉ | 6359/10770 [39:08<33:26, 2.20it/s]
1/1 [==============================] - 0s 396ms/step
59%|█████▉ | 6360/10770 [39:08<35:00, 2.10it/s]
1/1 [==============================] - 0s 347ms/step
59%|█████▉ | 6361/10770 [39:09<34:10, 2.15it/s]
1/1 [==============================] - 0s 372ms/step
59%|█████▉ | 6362/10770 [39:09<34:44, 2.11it/s]
1/1 [==============================] - 0s 403ms/step
59%|█████▉ | 6363/10770 [39:10<35:00, 2.10it/s]
1/1 [==============================] - 0s 381ms/step
59%|█████▉ | 6364/10770 [39:10<34:28, 2.13it/s]
1/1 [==============================] - 0s 430ms/step
59%|█████▉ | 6365/10770 [39:11<36:39, 2.00it/s]
1/1 [==============================] - 0s 441ms/step
59%|█████▉ | 6366/10770 [39:12<43:32, 1.69it/s]
1/1 [==============================] - 0s 435ms/step
59%|█████▉ | 6367/10770 [39:12<42:30, 1.73it/s]
1/1 [==============================] - 0s 285ms/step
59%|█████▉ | 6368/10770 [39:12<37:45, 1.94it/s]
1/1 [==============================] - 0s 282ms/step
59%|█████▉ | 6369/10770 [39:13<34:24, 2.13it/s]
1/1 [==============================] - 0s 294ms/step
59%|█████▉ | 6370/10770 [39:13<32:13, 2.28it/s]
1/1 [==============================] - 0s 296ms/step
59%|█████▉ | 6371/10770 [39:14<30:35, 2.40it/s]
1/1 [==============================] - 0s 283ms/step
59%|█████▉ | 6372/10770 [39:14<30:08, 2.43it/s]
1/1 [==============================] - 0s 267ms/step
59%|█████▉ | 6373/10770 [39:14<28:26, 2.58it/s]
1/1 [==============================] - 0s 284ms/step
59%|█████▉ | 6374/10770 [39:15<27:51, 2.63it/s]
1/1 [==============================] - 0s 294ms/step
59%|█████▉ | 6375/10770 [39:15<27:29, 2.66it/s]
1/1 [==============================] - 0s 298ms/step
59%|█████▉ | 6376/10770 [39:15<27:44, 2.64it/s]
1/1 [==============================] - 0s 287ms/step
59%|█████▉ | 6377/10770 [39:16<27:07, 2.70it/s]
1/1 [==============================] - 0s 284ms/step
59%|█████▉ | 6378/10770 [39:16<26:40, 2.74it/s]
1/1 [==============================] - 0s 308ms/step
59%|█████▉ | 6379/10770 [39:17<26:56, 2.72it/s]
1/1 [==============================] - 0s 288ms/step
59%|█████▉ | 6380/10770 [39:17<26:40, 2.74it/s]
1/1 [==============================] - 0s 279ms/step
59%|█████▉ | 6381/10770 [39:17<26:28, 2.76it/s]
1/1 [==============================] - 0s 304ms/step
59%|█████▉ | 6382/10770 [39:18<26:46, 2.73it/s]
1/1 [==============================] - 0s 294ms/step
59%|█████▉ | 6383/10770 [39:18<27:01, 2.71it/s]
1/1 [==============================] - 0s 274ms/step
59%|█████▉ | 6384/10770 [39:18<26:25, 2.77it/s]
1/1 [==============================] - 0s 300ms/step
59%|█████▉ | 6385/10770 [39:19<26:39, 2.74it/s]
1/1 [==============================] - 0s 293ms/step
59%|█████▉ | 6386/10770 [39:19<26:34, 2.75it/s]
1/1 [==============================] - 0s 274ms/step
59%|█████▉ | 6387/10770 [39:19<26:24, 2.77it/s]
1/1 [==============================] - 0s 302ms/step
59%|█████▉ | 6388/10770 [39:20<26:44, 2.73it/s]
1/1 [==============================] - 0s 292ms/step
59%|█████▉ | 6389/10770 [39:20<26:51, 2.72it/s]
1/1 [==============================] - 0s 286ms/step
59%|█████▉ | 6390/10770 [39:21<26:43, 2.73it/s]
1/1 [==============================] - 0s 271ms/step
59%|█████▉ | 6391/10770 [39:21<26:40, 2.74it/s]
1/1 [==============================] - 0s 297ms/step
59%|█████▉ | 6392/10770 [39:21<26:40, 2.73it/s]
1/1 [==============================] - 0s 296ms/step
59%|█████▉ | 6393/10770 [39:22<26:42, 2.73it/s]
1/1 [==============================] - 0s 290ms/step
59%|█████▉ | 6394/10770 [39:22<26:35, 2.74it/s]
1/1 [==============================] - 0s 386ms/step
59%|█████▉ | 6395/10770 [39:23<35:41, 2.04it/s]
1/1 [==============================] - 0s 384ms/step
59%|█████▉ | 6396/10770 [39:23<41:03, 1.78it/s]
1/1 [==============================] - 0s 356ms/step
59%|█████▉ | 6397/10770 [39:24<38:18, 1.90it/s]
1/1 [==============================] - 0s 393ms/step
59%|█████▉ | 6398/10770 [39:24<38:38, 1.89it/s]
1/1 [==============================] - 0s 413ms/step
59%|█████▉ | 6399/10770 [39:25<38:51, 1.87it/s]
1/1 [==============================] - 0s 365ms/step
59%|█████▉ | 6400/10770 [39:26<37:45, 1.93it/s]
1/1 [==============================] - 1s 514ms/step
59%|█████▉ | 6401/10770 [39:26<39:54, 1.82it/s]
1/1 [==============================] - 0s 362ms/step
59%|█████▉ | 6402/10770 [39:27<37:17, 1.95it/s]
1/1 [==============================] - 0s 426ms/step
59%|█████▉ | 6403/10770 [39:27<37:00, 1.97it/s]
1/1 [==============================] - 0s 365ms/step
59%|█████▉ | 6404/10770 [39:28<36:14, 2.01it/s]
1/1 [==============================] - 0s 305ms/step
59%|█████▉ | 6405/10770 [39:28<34:32, 2.11it/s]
1/1 [==============================] - 0s 312ms/step
59%|█████▉ | 6406/10770 [39:28<32:35, 2.23it/s]
1/1 [==============================] - 0s 268ms/step
59%|█████▉ | 6407/10770 [39:29<30:35, 2.38it/s]
1/1 [==============================] - 0s 293ms/step
59%|█████▉ | 6408/10770 [39:29<29:17, 2.48it/s]
1/1 [==============================] - 0s 271ms/step
60%|█████▉ | 6409/10770 [39:29<28:36, 2.54it/s]
1/1 [==============================] - 0s 293ms/step
60%|█████▉ | 6410/10770 [39:30<28:05, 2.59it/s]
1/1 [==============================] - 0s 285ms/step
60%|█████▉ | 6411/10770 [39:30<27:28, 2.64it/s]
1/1 [==============================] - 0s 269ms/step
60%|█████▉ | 6412/10770 [39:31<27:19, 2.66it/s]
1/1 [==============================] - 0s 283ms/step
60%|█████▉ | 6413/10770 [39:31<26:46, 2.71it/s]
1/1 [==============================] - 0s 292ms/step
60%|█████▉ | 6414/10770 [39:31<26:36, 2.73it/s]
1/1 [==============================] - 0s 275ms/step
60%|█████▉ | 6415/10770 [39:32<27:52, 2.60it/s]
1/1 [==============================] - 0s 247ms/step
60%|█████▉ | 6416/10770 [39:32<26:35, 2.73it/s]
1/1 [==============================] - 0s 306ms/step
60%|█████▉ | 6417/10770 [39:32<26:48, 2.71it/s]
1/1 [==============================] - 0s 309ms/step
60%|█████▉ | 6418/10770 [39:33<26:55, 2.69it/s]
1/1 [==============================] - 0s 296ms/step
60%|█████▉ | 6419/10770 [39:33<26:48, 2.71it/s]
1/1 [==============================] - 0s 291ms/step
60%|█████▉ | 6420/10770 [39:33<27:06, 2.67it/s]
1/1 [==============================] - 0s 292ms/step
60%|█████▉ | 6421/10770 [39:34<26:46, 2.71it/s]
1/1 [==============================] - 0s 289ms/step
60%|█████▉ | 6422/10770 [39:34<27:33, 2.63it/s]
1/1 [==============================] - 0s 265ms/step
60%|█████▉ | 6423/10770 [39:35<26:39, 2.72it/s]
1/1 [==============================] - 0s 288ms/step
60%|█████▉ | 6424/10770 [39:35<26:24, 2.74it/s]
1/1 [==============================] - 0s 305ms/step
60%|█████▉ | 6425/10770 [39:35<26:38, 2.72it/s]
1/1 [==============================] - 0s 298ms/step
60%|█████▉ | 6426/10770 [39:36<26:32, 2.73it/s]
1/1 [==============================] - 0s 296ms/step
60%|█████▉ | 6427/10770 [39:36<26:31, 2.73it/s]
1/1 [==============================] - 0s 280ms/step
60%|█████▉ | 6428/10770 [39:36<26:24, 2.74it/s]
1/1 [==============================] - 0s 308ms/step
60%|█████▉ | 6429/10770 [39:37<26:41, 2.71it/s]
1/1 [==============================] - 0s 299ms/step
60%|█████▉ | 6430/10770 [39:37<26:43, 2.71it/s]
1/1 [==============================] - 0s 289ms/step
60%|█████▉ | 6431/10770 [39:38<26:56, 2.68it/s]
1/1 [==============================] - 0s 388ms/step
60%|█████▉ | 6432/10770 [39:38<28:46, 2.51it/s]
1/1 [==============================] - 0s 422ms/step
60%|█████▉ | 6433/10770 [39:39<31:51, 2.27it/s]
1/1 [==============================] - 0s 381ms/step
60%|█████▉ | 6434/10770 [39:39<32:40, 2.21it/s]
1/1 [==============================] - 0s 407ms/step
60%|█████▉ | 6435/10770 [39:40<34:11, 2.11it/s]
1/1 [==============================] - 0s 372ms/step
60%|█████▉ | 6436/10770 [39:40<40:12, 1.80it/s]
1/1 [==============================] - 0s 354ms/step
60%|█████▉ | 6437/10770 [39:41<44:20, 1.63it/s]
1/1 [==============================] - 0s 364ms/step
60%|█████▉ | 6438/10770 [39:41<40:44, 1.77it/s]
1/1 [==============================] - 0s 410ms/step
60%|█████▉ | 6439/10770 [39:42<39:46, 1.81it/s]
1/1 [==============================] - 0s 412ms/step
60%|█████▉ | 6440/10770 [39:43<38:39, 1.87it/s]
1/1 [==============================] - 0s 398ms/step
60%|█████▉ | 6441/10770 [39:43<43:30, 1.66it/s]
1/1 [==============================] - 0s 203ms/step
60%|█████▉ | 6442/10770 [39:44<36:43, 1.96it/s]
1/1 [==============================] - 0s 281ms/step
60%|█████▉ | 6443/10770 [39:44<33:30, 2.15it/s]
1/1 [==============================] - 0s 304ms/step
60%|█████▉ | 6444/10770 [39:44<31:33, 2.29it/s]
1/1 [==============================] - 0s 291ms/step
60%|█████▉ | 6445/10770 [39:45<29:51, 2.41it/s]
1/1 [==============================] - 0s 267ms/step
60%|█████▉ | 6446/10770 [39:45<28:38, 2.52it/s]
1/1 [==============================] - 0s 305ms/step
60%|█████▉ | 6447/10770 [39:45<28:47, 2.50it/s]
1/1 [==============================] - 0s 259ms/step
60%|█████▉ | 6448/10770 [39:46<27:21, 2.63it/s]
1/1 [==============================] - 0s 288ms/step
60%|█████▉ | 6449/10770 [39:46<27:07, 2.66it/s]
1/1 [==============================] - 0s 310ms/step
60%|█████▉ | 6450/10770 [39:46<27:12, 2.65it/s]
1/1 [==============================] - 0s 301ms/step
60%|█████▉ | 6451/10770 [39:47<26:56, 2.67it/s]
1/1 [==============================] - 0s 295ms/step
60%|█████▉ | 6452/10770 [39:47<26:39, 2.70it/s]
1/1 [==============================] - 0s 294ms/step
60%|█████▉ | 6453/10770 [39:48<27:14, 2.64it/s]
1/1 [==============================] - 0s 300ms/step
60%|█████▉ | 6454/10770 [39:48<27:02, 2.66it/s]
1/1 [==============================] - 0s 295ms/step
60%|█████▉ | 6455/10770 [39:48<26:58, 2.67it/s]
1/1 [==============================] - 0s 277ms/step
60%|█████▉ | 6456/10770 [39:49<26:58, 2.67it/s]
1/1 [==============================] - 0s 278ms/step
60%|█████▉ | 6457/10770 [39:49<26:36, 2.70it/s]
1/1 [==============================] - 0s 315ms/step
60%|█████▉ | 6458/10770 [39:49<26:57, 2.67it/s]
1/1 [==============================] - 0s 295ms/step
60%|█████▉ | 6459/10770 [39:50<26:37, 2.70it/s]
1/1 [==============================] - 0s 291ms/step
60%|█████▉ | 6460/10770 [39:50<26:31, 2.71it/s]
1/1 [==============================] - 0s 314ms/step
60%|█████▉ | 6461/10770 [39:51<26:53, 2.67it/s]
1/1 [==============================] - 0s 293ms/step
60%|██████ | 6462/10770 [39:51<26:37, 2.70it/s]
1/1 [==============================] - 0s 289ms/step
60%|██████ | 6463/10770 [39:51<26:19, 2.73it/s]
1/1 [==============================] - 0s 298ms/step
60%|██████ | 6464/10770 [39:52<26:38, 2.69it/s]
1/1 [==============================] - 0s 298ms/step
60%|██████ | 6465/10770 [39:52<26:37, 2.70it/s]
1/1 [==============================] - 0s 302ms/step
60%|██████ | 6466/10770 [39:52<26:38, 2.69it/s]
1/1 [==============================] - 0s 314ms/step
60%|██████ | 6467/10770 [39:53<26:56, 2.66it/s]
1/1 [==============================] - 0s 284ms/step
60%|██████ | 6468/10770 [39:53<26:32, 2.70it/s]
1/1 [==============================] - 0s 385ms/step
60%|██████ | 6469/10770 [39:54<29:20, 2.44it/s]
1/1 [==============================] - 0s 401ms/step
60%|██████ | 6470/10770 [39:54<30:54, 2.32it/s]
1/1 [==============================] - 0s 436ms/step
60%|██████ | 6471/10770 [39:55<33:43, 2.12it/s]
1/1 [==============================] - 0s 406ms/step
60%|██████ | 6472/10770 [39:55<34:15, 2.09it/s]
1/1 [==============================] - 0s 441ms/step
60%|██████ | 6473/10770 [39:56<35:46, 2.00it/s]
1/1 [==============================] - 0s 405ms/step
60%|██████ | 6474/10770 [39:57<41:57, 1.71it/s]
1/1 [==============================] - 0s 362ms/step
60%|██████ | 6475/10770 [39:57<38:56, 1.84it/s]
1/1 [==============================] - 0s 438ms/step
60%|██████ | 6476/10770 [39:58<39:09, 1.83it/s]
1/1 [==============================] - 0s 389ms/step
60%|██████ | 6477/10770 [39:58<37:12, 1.92it/s]
1/1 [==============================] - 0s 411ms/step
60%|██████ | 6478/10770 [39:59<37:28, 1.91it/s]
1/1 [==============================] - 0s 428ms/step
60%|██████ | 6479/10770 [39:59<38:03, 1.88it/s]
1/1 [==============================] - 0s 372ms/step
60%|██████ | 6480/10770 [40:00<36:28, 1.96it/s]
1/1 [==============================] - 0s 314ms/step
60%|██████ | 6481/10770 [40:00<33:41, 2.12it/s]
1/1 [==============================] - 0s 306ms/step
60%|██████ | 6482/10770 [40:00<31:35, 2.26it/s]
1/1 [==============================] - 0s 296ms/step
60%|██████ | 6483/10770 [40:01<30:05, 2.37it/s]
1/1 [==============================] - 0s 297ms/step
60%|██████ | 6484/10770 [40:01<30:05, 2.37it/s]
1/1 [==============================] - 0s 229ms/step
60%|██████ | 6485/10770 [40:01<28:16, 2.53it/s]
1/1 [==============================] - 0s 296ms/step
60%|██████ | 6486/10770 [40:02<27:54, 2.56it/s]
1/1 [==============================] - 0s 289ms/step
60%|██████ | 6487/10770 [40:02<27:18, 2.61it/s]
1/1 [==============================] - 0s 278ms/step
60%|██████ | 6488/10770 [40:03<27:17, 2.61it/s]
1/1 [==============================] - 0s 335ms/step
60%|██████ | 6489/10770 [40:03<27:52, 2.56it/s]
1/1 [==============================] - 0s 299ms/step
60%|██████ | 6490/10770 [40:03<27:26, 2.60it/s]
1/1 [==============================] - 0s 286ms/step
60%|██████ | 6491/10770 [40:04<27:58, 2.55it/s]
1/1 [==============================] - 0s 258ms/step
60%|██████ | 6492/10770 [40:04<26:39, 2.68it/s]
1/1 [==============================] - 0s 313ms/step
60%|██████ | 6493/10770 [40:04<26:42, 2.67it/s]
1/1 [==============================] - 0s 296ms/step
60%|██████ | 6494/10770 [40:05<26:40, 2.67it/s]
1/1 [==============================] - 0s 279ms/step
60%|██████ | 6495/10770 [40:05<26:12, 2.72it/s]
1/1 [==============================] - 0s 311ms/step
60%|██████ | 6496/10770 [40:06<26:39, 2.67it/s]
1/1 [==============================] - 0s 297ms/step
60%|██████ | 6497/10770 [40:06<26:46, 2.66it/s]
1/1 [==============================] - 0s 286ms/step
60%|██████ | 6498/10770 [40:06<26:19, 2.70it/s]
1/1 [==============================] - 0s 311ms/step
60%|██████ | 6499/10770 [40:07<26:30, 2.68it/s]
1/1 [==============================] - 0s 287ms/step
60%|██████ | 6500/10770 [40:07<26:17, 2.71it/s]
1/1 [==============================] - 0s 286ms/step
60%|██████ | 6501/10770 [40:07<25:56, 2.74it/s]
1/1 [==============================] - 0s 300ms/step
60%|██████ | 6502/10770 [40:08<26:04, 2.73it/s]
1/1 [==============================] - 0s 283ms/step
60%|██████ | 6503/10770 [40:08<26:19, 2.70it/s]
1/1 [==============================] - 0s 287ms/step
60%|██████ | 6504/10770 [40:09<26:05, 2.73it/s]
1/1 [==============================] - 0s 273ms/step
60%|██████ | 6505/10770 [40:09<26:17, 2.70it/s]
1/1 [==============================] - 0s 281ms/step
60%|██████ | 6506/10770 [40:09<25:56, 2.74it/s]
1/1 [==============================] - 0s 287ms/step
60%|██████ | 6507/10770 [40:10<25:55, 2.74it/s]
1/1 [==============================] - 0s 415ms/step
60%|██████ | 6508/10770 [40:10<29:35, 2.40it/s]
1/1 [==============================] - 0s 404ms/step
60%|██████ | 6509/10770 [40:11<31:25, 2.26it/s]
1/1 [==============================] - 0s 465ms/step
60%|██████ | 6510/10770 [40:11<34:40, 2.05it/s]
1/1 [==============================] - 0s 357ms/step
60%|██████ | 6511/10770 [40:12<33:50, 2.10it/s]
1/1 [==============================] - 0s 408ms/step
60%|██████ | 6512/10770 [40:12<34:42, 2.04it/s]
1/1 [==============================] - 0s 395ms/step
60%|██████ | 6513/10770 [40:13<34:30, 2.06it/s]
1/1 [==============================] - 0s 428ms/step
60%|██████ | 6514/10770 [40:13<40:00, 1.77it/s]
1/1 [==============================] - 0s 379ms/step
60%|██████ | 6515/10770 [40:14<37:30, 1.89it/s]
1/1 [==============================] - 0s 422ms/step
61%|██████ | 6516/10770 [40:14<37:11, 1.91it/s]
1/1 [==============================] - 0s 400ms/step
61%|██████ | 6517/10770 [40:15<36:48, 1.93it/s]
1/1 [==============================] - 0s 423ms/step
61%|██████ | 6518/10770 [40:15<37:29, 1.89it/s]
1/1 [==============================] - 0s 420ms/step
61%|██████ | 6519/10770 [40:16<37:59, 1.86it/s]
1/1 [==============================] - 0s 301ms/step
61%|██████ | 6520/10770 [40:16<34:54, 2.03it/s]
1/1 [==============================] - 0s 284ms/step
61%|██████ | 6521/10770 [40:17<32:17, 2.19it/s]
1/1 [==============================] - 0s 291ms/step
61%|██████ | 6522/10770 [40:17<30:44, 2.30it/s]
1/1 [==============================] - 0s 302ms/step
61%|██████ | 6523/10770 [40:18<29:30, 2.40it/s]
1/1 [==============================] - 0s 299ms/step
61%|██████ | 6524/10770 [40:18<28:28, 2.49it/s]
1/1 [==============================] - 0s 295ms/step
61%|██████ | 6525/10770 [40:18<28:07, 2.52it/s]
1/1 [==============================] - 0s 294ms/step
61%|██████ | 6526/10770 [40:19<27:22, 2.58it/s]
1/1 [==============================] - 0s 295ms/step
61%|██████ | 6527/10770 [40:19<26:49, 2.64it/s]
1/1 [==============================] - 0s 308ms/step
61%|██████ | 6528/10770 [40:19<26:48, 2.64it/s]
1/1 [==============================] - 0s 293ms/step
61%|██████ | 6529/10770 [40:20<26:33, 2.66it/s]
1/1 [==============================] - 0s 284ms/step
61%|██████ | 6530/10770 [40:20<26:24, 2.68it/s]
1/1 [==============================] - 0s 310ms/step
61%|██████ | 6531/10770 [40:21<26:39, 2.65it/s]
1/1 [==============================] - 0s 302ms/step
61%|██████ | 6532/10770 [40:21<26:33, 2.66it/s]
1/1 [==============================] - 0s 286ms/step
61%|██████ | 6533/10770 [40:21<26:03, 2.71it/s]
1/1 [==============================] - 0s 307ms/step
61%|██████ | 6534/10770 [40:22<26:22, 2.68it/s]
1/1 [==============================] - 0s 295ms/step
61%|██████ | 6535/10770 [40:22<26:10, 2.70it/s]
1/1 [==============================] - 0s 300ms/step
61%|██████ | 6536/10770 [40:22<26:09, 2.70it/s]
1/1 [==============================] - 0s 289ms/step
61%|██████ | 6537/10770 [40:23<26:13, 2.69it/s]
1/1 [==============================] - 0s 295ms/step
61%|██████ | 6538/10770 [40:23<26:12, 2.69it/s]
1/1 [==============================] - 0s 291ms/step
61%|██████ | 6539/10770 [40:23<25:57, 2.72it/s]
1/1 [==============================] - 0s 261ms/step
61%|██████ | 6540/10770 [40:24<25:56, 2.72it/s]
1/1 [==============================] - 0s 281ms/step
61%|██████ | 6541/10770 [40:24<26:00, 2.71it/s]
1/1 [==============================] - 0s 305ms/step
61%|██████ | 6542/10770 [40:25<26:24, 2.67it/s]
1/1 [==============================] - 0s 285ms/step
61%|██████ | 6543/10770 [40:25<26:10, 2.69it/s]
1/1 [==============================] - 0s 300ms/step
61%|██████ | 6544/10770 [40:25<26:09, 2.69it/s]
1/1 [==============================] - 0s 308ms/step
61%|██████ | 6545/10770 [40:26<26:20, 2.67it/s]
1/1 [==============================] - 0s 322ms/step
61%|██████ | 6546/10770 [40:26<26:41, 2.64it/s]
1/1 [==============================] - 0s 374ms/step
61%|██████ | 6547/10770 [40:27<29:04, 2.42it/s]
1/1 [==============================] - 0s 390ms/step
61%|██████ | 6548/10770 [40:27<36:11, 1.94it/s]
1/1 [==============================] - 0s 381ms/step
61%|██████ | 6549/10770 [40:28<41:02, 1.71it/s]
1/1 [==============================] - 0s 371ms/step
61%|██████ | 6550/10770 [40:29<38:40, 1.82it/s]
1/1 [==============================] - 0s 429ms/step
61%|██████ | 6551/10770 [40:29<42:44, 1.65it/s]
1/1 [==============================] - 0s 392ms/step
61%|██████ | 6552/10770 [40:30<45:59, 1.53it/s]
1/1 [==============================] - 0s 351ms/step
61%|██████ | 6553/10770 [40:31<48:03, 1.46it/s]
1/1 [==============================] - 0s 218ms/step
61%|██████ | 6554/10770 [40:31<39:49, 1.76it/s]
1/1 [==============================] - 0s 298ms/step
61%|██████ | 6555/10770 [40:31<35:50, 1.96it/s]
1/1 [==============================] - 0s 295ms/step
61%|██████ | 6556/10770 [40:32<32:46, 2.14it/s]
1/1 [==============================] - 0s 308ms/step
61%|██████ | 6557/10770 [40:32<31:02, 2.26it/s]
1/1 [==============================] - 0s 291ms/step
61%|██████ | 6558/10770 [40:33<29:20, 2.39it/s]
1/1 [==============================] - 0s 307ms/step
61%|██████ | 6559/10770 [40:33<28:28, 2.46it/s]
1/1 [==============================] - 0s 290ms/step
61%|██████ | 6560/10770 [40:33<28:20, 2.48it/s]
1/1 [==============================] - 0s 299ms/step
61%|██████ | 6561/10770 [40:34<27:36, 2.54it/s]
1/1 [==============================] - 0s 305ms/step
61%|██████ | 6562/10770 [40:34<27:21, 2.56it/s]
1/1 [==============================] - 0s 272ms/step
61%|██████ | 6563/10770 [40:35<27:21, 2.56it/s]
1/1 [==============================] - 0s 281ms/step
61%|██████ | 6564/10770 [40:35<26:59, 2.60it/s]
1/1 [==============================] - 0s 305ms/step
61%|██████ | 6565/10770 [40:35<26:50, 2.61it/s]
1/1 [==============================] - 0s 291ms/step
61%|██████ | 6566/10770 [40:36<26:22, 2.66it/s]
1/1 [==============================] - 0s 289ms/step
61%|██████ | 6567/10770 [40:36<26:04, 2.69it/s]
1/1 [==============================] - 0s 317ms/step
61%|██████ | 6568/10770 [40:36<26:22, 2.66it/s]
1/1 [==============================] - 0s 300ms/step
61%|██████ | 6569/10770 [40:37<26:13, 2.67it/s]
1/1 [==============================] - 0s 296ms/step
61%|██████ | 6570/10770 [40:37<26:04, 2.68it/s]
1/1 [==============================] - 0s 315ms/step
61%|██████ | 6571/10770 [40:38<26:29, 2.64it/s]
1/1 [==============================] - 0s 300ms/step
61%|██████ | 6572/10770 [40:38<26:19, 2.66it/s]
1/1 [==============================] - 0s 287ms/step
61%|██████ | 6573/10770 [40:38<26:01, 2.69it/s]
1/1 [==============================] - 0s 305ms/step
61%|██████ | 6574/10770 [40:39<26:25, 2.65it/s]
1/1 [==============================] - 0s 288ms/step
61%|██████ | 6575/10770 [40:39<26:14, 2.66it/s]
1/1 [==============================] - 0s 278ms/step
61%|██████ | 6576/10770 [40:39<25:49, 2.71it/s]
1/1 [==============================] - 0s 307ms/step
61%|██████ | 6577/10770 [40:40<26:07, 2.67it/s]
1/1 [==============================] - 0s 294ms/step
61%|██████ | 6578/10770 [40:40<26:16, 2.66it/s]
1/1 [==============================] - 0s 305ms/step
61%|██████ | 6579/10770 [40:41<26:47, 2.61it/s]
1/1 [==============================] - 0s 366ms/step
61%|██████ | 6580/10770 [40:41<27:50, 2.51it/s]
1/1 [==============================] - 0s 380ms/step
61%|██████ | 6581/10770 [40:41<29:25, 2.37it/s]
1/1 [==============================] - 0s 375ms/step
61%|██████ | 6582/10770 [40:42<30:55, 2.26it/s]
1/1 [==============================] - 0s 377ms/step
61%|██████ | 6583/10770 [40:42<30:58, 2.25it/s]
1/1 [==============================] - 0s 452ms/step
61%|██████ | 6584/10770 [40:43<32:48, 2.13it/s]
1/1 [==============================] - 0s 459ms/step
61%|██████ | 6585/10770 [40:44<35:37, 1.96it/s]
1/1 [==============================] - 0s 445ms/step
61%|██████ | 6586/10770 [40:44<36:05, 1.93it/s]
1/1 [==============================] - 0s 427ms/step
61%|██████ | 6587/10770 [40:45<36:11, 1.93it/s]
1/1 [==============================] - 0s 431ms/step
61%|██████ | 6588/10770 [40:45<36:50, 1.89it/s]
1/1 [==============================] - 0s 415ms/step
61%|██████ | 6589/10770 [40:46<36:50, 1.89it/s]
1/1 [==============================] - 0s 417ms/step
61%|██████ | 6590/10770 [40:46<36:52, 1.89it/s]
1/1 [==============================] - 0s 404ms/step
61%|██████ | 6591/10770 [40:47<36:47, 1.89it/s]
1/1 [==============================] - 0s 432ms/step
61%|██████ | 6592/10770 [40:47<37:35, 1.85it/s]
1/1 [==============================] - 0s 306ms/step
61%|██████ | 6593/10770 [40:48<34:22, 2.03it/s]
1/1 [==============================] - 0s 294ms/step
61%|██████ | 6594/10770 [40:48<31:45, 2.19it/s]
1/1 [==============================] - 0s 322ms/step
61%|██████ | 6595/10770 [40:48<30:41, 2.27it/s]
1/1 [==============================] - 0s 294ms/step
61%|██████ | 6596/10770 [40:49<29:28, 2.36it/s]
1/1 [==============================] - 0s 299ms/step
61%|██████▏ | 6597/10770 [40:49<28:31, 2.44it/s]
1/1 [==============================] - 0s 282ms/step
61%|██████▏ | 6598/10770 [40:50<27:41, 2.51it/s]
1/1 [==============================] - 0s 284ms/step
61%|██████▏ | 6599/10770 [40:50<26:56, 2.58it/s]
1/1 [==============================] - 0s 314ms/step
61%|██████▏ | 6600/10770 [40:50<27:11, 2.56it/s]
1/1 [==============================] - 0s 280ms/step
61%|██████▏ | 6601/10770 [40:51<26:25, 2.63it/s]
1/1 [==============================] - 0s 303ms/step
61%|██████▏ | 6602/10770 [40:51<26:19, 2.64it/s]
1/1 [==============================] - 0s 292ms/step
61%|██████▏ | 6603/10770 [40:51<26:33, 2.61it/s]
1/1 [==============================] - 0s 297ms/step
61%|██████▏ | 6604/10770 [40:52<26:23, 2.63it/s]
1/1 [==============================] - 0s 297ms/step
61%|██████▏ | 6605/10770 [40:52<26:19, 2.64it/s]
1/1 [==============================] - 0s 306ms/step
61%|██████▏ | 6606/10770 [40:53<26:16, 2.64it/s]
1/1 [==============================] - 0s 292ms/step
61%|██████▏ | 6607/10770 [40:53<26:17, 2.64it/s]
1/1 [==============================] - 0s 302ms/step
61%|██████▏ | 6608/10770 [40:53<26:12, 2.65it/s]
1/1 [==============================] - 0s 282ms/step
61%|██████▏ | 6609/10770 [40:54<26:15, 2.64it/s]
1/1 [==============================] - 0s 305ms/step
61%|██████▏ | 6610/10770 [40:54<26:08, 2.65it/s]
1/1 [==============================] - 0s 300ms/step
61%|██████▏ | 6611/10770 [40:54<26:04, 2.66it/s]
1/1 [==============================] - 0s 281ms/step
61%|██████▏ | 6612/10770 [40:55<26:11, 2.65it/s]
1/1 [==============================] - 0s 287ms/step
61%|██████▏ | 6613/10770 [40:55<25:56, 2.67it/s]
1/1 [==============================] - 0s 300ms/step
61%|██████▏ | 6614/10770 [40:56<26:04, 2.66it/s]
1/1 [==============================] - 0s 288ms/step
61%|██████▏ | 6615/10770 [40:56<25:52, 2.68it/s]
1/1 [==============================] - 0s 290ms/step
61%|██████▏ | 6616/10770 [40:56<25:39, 2.70it/s]
1/1 [==============================] - 0s 304ms/step
61%|██████▏ | 6617/10770 [40:57<25:46, 2.69it/s]
1/1 [==============================] - 0s 295ms/step
61%|██████▏ | 6618/10770 [40:57<26:03, 2.66it/s]
1/1 [==============================] - 0s 391ms/step
61%|██████▏ | 6619/10770 [40:58<27:52, 2.48it/s]
1/1 [==============================] - 0s 398ms/step
61%|██████▏ | 6620/10770 [40:58<30:34, 2.26it/s]
1/1 [==============================] - 0s 446ms/step
61%|██████▏ | 6621/10770 [40:59<33:05, 2.09it/s]
1/1 [==============================] - 0s 437ms/step
61%|██████▏ | 6622/10770 [40:59<39:16, 1.76it/s]
1/1 [==============================] - 0s 357ms/step
61%|██████▏ | 6623/10770 [41:00<36:54, 1.87it/s]
1/1 [==============================] - 0s 451ms/step
62%|██████▏ | 6624/10770 [41:00<37:44, 1.83it/s]
1/1 [==============================] - 0s 401ms/step
62%|██████▏ | 6625/10770 [41:01<36:55, 1.87it/s]
1/1 [==============================] - 0s 436ms/step
62%|██████▏ | 6626/10770 [41:02<37:23, 1.85it/s]
1/1 [==============================] - 0s 415ms/step
62%|██████▏ | 6627/10770 [41:02<36:45, 1.88it/s]
1/1 [==============================] - 0s 414ms/step
62%|██████▏ | 6628/10770 [41:03<36:06, 1.91it/s]
1/1 [==============================] - 0s 423ms/step
62%|██████▏ | 6629/10770 [41:03<36:58, 1.87it/s]
1/1 [==============================] - 0s 340ms/step
62%|██████▏ | 6630/10770 [41:04<35:25, 1.95it/s]
1/1 [==============================] - 0s 293ms/step
62%|██████▏ | 6631/10770 [41:04<32:24, 2.13it/s]
1/1 [==============================] - 0s 315ms/step
62%|██████▏ | 6632/10770 [41:04<30:39, 2.25it/s]
1/1 [==============================] - 0s 296ms/step
62%|██████▏ | 6633/10770 [41:05<29:03, 2.37it/s]
1/1 [==============================] - 0s 288ms/step
62%|██████▏ | 6634/10770 [41:05<27:44, 2.49it/s]
1/1 [==============================] - 0s 299ms/step
62%|██████▏ | 6635/10770 [41:05<27:09, 2.54it/s]
1/1 [==============================] - 0s 286ms/step
62%|██████▏ | 6636/10770 [41:06<26:20, 2.62it/s]
1/1 [==============================] - 0s 295ms/step
62%|██████▏ | 6637/10770 [41:06<26:00, 2.65it/s]
1/1 [==============================] - 0s 303ms/step
62%|██████▏ | 6638/10770 [41:07<26:01, 2.65it/s]
1/1 [==============================] - 0s 293ms/step
62%|██████▏ | 6639/10770 [41:07<25:40, 2.68it/s]
1/1 [==============================] - 0s 278ms/step
62%|██████▏ | 6640/10770 [41:07<25:33, 2.69it/s]
1/1 [==============================] - 0s 298ms/step
62%|██████▏ | 6641/10770 [41:08<25:51, 2.66it/s]
1/1 [==============================] - 0s 293ms/step
62%|██████▏ | 6642/10770 [41:08<25:49, 2.66it/s]
1/1 [==============================] - 0s 292ms/step
62%|██████▏ | 6643/10770 [41:08<26:01, 2.64it/s]
1/1 [==============================] - 0s 301ms/step
62%|██████▏ | 6644/10770 [41:09<25:56, 2.65it/s]
1/1 [==============================] - 0s 288ms/step
62%|██████▏ | 6645/10770 [41:09<25:40, 2.68it/s]
1/1 [==============================] - 0s 304ms/step
62%|██████▏ | 6646/10770 [41:10<26:03, 2.64it/s]
1/1 [==============================] - 0s 314ms/step
62%|██████▏ | 6647/10770 [41:10<26:08, 2.63it/s]
1/1 [==============================] - 0s 287ms/step
62%|██████▏ | 6648/10770 [41:10<25:43, 2.67it/s]
1/1 [==============================] - 0s 316ms/step
62%|██████▏ | 6649/10770 [41:11<26:01, 2.64it/s]
1/1 [==============================] - 0s 306ms/step
62%|██████▏ | 6650/10770 [41:11<25:59, 2.64it/s]
1/1 [==============================] - 0s 294ms/step
62%|██████▏ | 6651/10770 [41:11<25:58, 2.64it/s]
1/1 [==============================] - 0s 304ms/step
62%|██████▏ | 6652/10770 [41:12<26:01, 2.64it/s]
1/1 [==============================] - 0s 301ms/step
62%|██████▏ | 6653/10770 [41:12<25:49, 2.66it/s]
1/1 [==============================] - 0s 288ms/step
62%|██████▏ | 6654/10770 [41:13<25:34, 2.68it/s]
1/1 [==============================] - 0s 290ms/step
62%|██████▏ | 6655/10770 [41:13<25:54, 2.65it/s]
1/1 [==============================] - 0s 285ms/step
62%|██████▏ | 6656/10770 [41:13<25:38, 2.67it/s]
1/1 [==============================] - 0s 392ms/step
62%|██████▏ | 6657/10770 [41:14<27:39, 2.48it/s]
1/1 [==============================] - 0s 398ms/step
62%|██████▏ | 6658/10770 [41:14<29:50, 2.30it/s]
1/1 [==============================] - 0s 446ms/step
62%|██████▏ | 6659/10770 [41:15<32:41, 2.10it/s]
1/1 [==============================] - 0s 408ms/step
62%|██████▏ | 6660/10770 [41:15<32:57, 2.08it/s]
1/1 [==============================] - 0s 404ms/step
62%|██████▏ | 6661/10770 [41:16<33:49, 2.02it/s]
1/1 [==============================] - 0s 402ms/step
62%|██████▏ | 6662/10770 [41:16<34:22, 1.99it/s]
1/1 [==============================] - 0s 402ms/step
62%|██████▏ | 6663/10770 [41:17<40:31, 1.69it/s]
1/1 [==============================] - 0s 373ms/step
62%|██████▏ | 6664/10770 [41:18<38:18, 1.79it/s]
1/1 [==============================] - 0s 383ms/step
62%|██████▏ | 6665/10770 [41:18<42:04, 1.63it/s]
1/1 [==============================] - 0s 370ms/step
62%|██████▏ | 6666/10770 [41:19<44:18, 1.54it/s]
1/1 [==============================] - 0s 213ms/step
62%|██████▏ | 6667/10770 [41:19<36:50, 1.86it/s]
1/1 [==============================] - 0s 302ms/step
62%|██████▏ | 6668/10770 [41:20<33:27, 2.04it/s]
1/1 [==============================] - 0s 309ms/step
62%|██████▏ | 6669/10770 [41:20<31:22, 2.18it/s]
1/1 [==============================] - 0s 285ms/step
62%|██████▏ | 6670/10770 [41:21<29:18, 2.33it/s]
1/1 [==============================] - 0s 292ms/step
62%|██████▏ | 6671/10770 [41:21<27:54, 2.45it/s]
1/1 [==============================] - 0s 316ms/step
62%|██████▏ | 6672/10770 [41:21<27:25, 2.49it/s]
1/1 [==============================] - 0s 286ms/step
62%|██████▏ | 6673/10770 [41:22<26:49, 2.55it/s]
1/1 [==============================] - 0s 298ms/step
62%|██████▏ | 6674/10770 [41:22<26:20, 2.59it/s]
1/1 [==============================] - 0s 322ms/step
62%|██████▏ | 6675/10770 [41:22<26:32, 2.57it/s]
1/1 [==============================] - 0s 282ms/step
62%|██████▏ | 6676/10770 [41:23<25:54, 2.63it/s]
1/1 [==============================] - 0s 289ms/step
62%|██████▏ | 6677/10770 [41:23<25:54, 2.63it/s]
1/1 [==============================] - 0s 307ms/step
62%|██████▏ | 6678/10770 [41:24<25:50, 2.64it/s]
1/1 [==============================] - 0s 283ms/step
62%|██████▏ | 6679/10770 [41:24<25:26, 2.68it/s]
1/1 [==============================] - 0s 304ms/step
62%|██████▏ | 6680/10770 [41:24<25:20, 2.69it/s]
1/1 [==============================] - 0s 316ms/step
62%|██████▏ | 6681/10770 [41:25<25:34, 2.66it/s]
1/1 [==============================] - 0s 292ms/step
62%|██████▏ | 6682/10770 [41:25<25:31, 2.67it/s]
1/1 [==============================] - 0s 295ms/step
62%|██████▏ | 6683/10770 [41:25<25:23, 2.68it/s]
1/1 [==============================] - 0s 301ms/step
62%|██████▏ | 6684/10770 [41:26<25:36, 2.66it/s]
1/1 [==============================] - 0s 282ms/step
62%|██████▏ | 6685/10770 [41:26<25:38, 2.65it/s]
1/1 [==============================] - 0s 300ms/step
62%|██████▏ | 6686/10770 [41:27<25:29, 2.67it/s]
1/1 [==============================] - 0s 289ms/step
62%|██████▏ | 6687/10770 [41:27<25:34, 2.66it/s]
1/1 [==============================] - 0s 295ms/step
62%|██████▏ | 6688/10770 [41:27<25:19, 2.69it/s]
1/1 [==============================] - 0s 306ms/step
62%|██████▏ | 6689/10770 [41:28<25:27, 2.67it/s]
1/1 [==============================] - 0s 301ms/step
62%|██████▏ | 6690/10770 [41:28<25:23, 2.68it/s]
1/1 [==============================] - 0s 285ms/step
62%|██████▏ | 6691/10770 [41:28<25:02, 2.71it/s]
1/1 [==============================] - 0s 312ms/step
62%|██████▏ | 6692/10770 [41:29<25:19, 2.68it/s]
1/1 [==============================] - 0s 334ms/step
62%|██████▏ | 6693/10770 [41:29<25:53, 2.62it/s]
1/1 [==============================] - 0s 404ms/step
62%|██████▏ | 6694/10770 [41:30<28:41, 2.37it/s]
1/1 [==============================] - 0s 403ms/step
62%|██████▏ | 6695/10770 [41:30<31:32, 2.15it/s]
1/1 [==============================] - 0s 419ms/step
62%|██████▏ | 6696/10770 [41:31<32:35, 2.08it/s]
1/1 [==============================] - 0s 428ms/step
62%|██████▏ | 6697/10770 [41:31<34:00, 2.00it/s]
1/1 [==============================] - 0s 403ms/step
62%|██████▏ | 6698/10770 [41:32<34:26, 1.97it/s]
1/1 [==============================] - 0s 438ms/step
62%|██████▏ | 6699/10770 [41:32<35:22, 1.92it/s]
1/1 [==============================] - 0s 419ms/step
62%|██████▏ | 6700/10770 [41:33<35:36, 1.91it/s]
1/1 [==============================] - 0s 400ms/step
62%|██████▏ | 6701/10770 [41:33<34:37, 1.96it/s]
1/1 [==============================] - 0s 347ms/step
62%|██████▏ | 6702/10770 [41:34<32:46, 2.07it/s]
1/1 [==============================] - 0s 429ms/step
62%|██████▏ | 6703/10770 [41:35<39:06, 1.73it/s]
1/1 [==============================] - 0s 378ms/step
62%|██████▏ | 6704/10770 [41:35<36:49, 1.84it/s]
1/1 [==============================] - 0s 390ms/step
62%|██████▏ | 6705/10770 [41:36<35:40, 1.90it/s]
1/1 [==============================] - 0s 294ms/step
62%|██████▏ | 6706/10770 [41:36<32:46, 2.07it/s]
1/1 [==============================] - 0s 312ms/step
62%|██████▏ | 6707/10770 [41:36<30:40, 2.21it/s]
1/1 [==============================] - 0s 294ms/step
62%|██████▏ | 6708/10770 [41:37<29:38, 2.28it/s]
1/1 [==============================] - 0s 274ms/step
62%|██████▏ | 6709/10770 [41:37<27:52, 2.43it/s]
1/1 [==============================] - 0s 298ms/step
62%|██████▏ | 6710/10770 [41:37<27:25, 2.47it/s]
1/1 [==============================] - 0s 293ms/step
62%|██████▏ | 6711/10770 [41:38<27:10, 2.49it/s]
1/1 [==============================] - 0s 291ms/step
62%|██████▏ | 6712/10770 [41:38<26:23, 2.56it/s]
1/1 [==============================] - 0s 296ms/step
62%|██████▏ | 6713/10770 [41:39<25:55, 2.61it/s]
1/1 [==============================] - 0s 298ms/step
62%|██████▏ | 6714/10770 [41:39<25:42, 2.63it/s]
1/1 [==============================] - 0s 316ms/step
62%|██████▏ | 6715/10770 [41:39<25:44, 2.63it/s]
1/1 [==============================] - 0s 302ms/step
62%|██████▏ | 6716/10770 [41:40<25:34, 2.64it/s]
1/1 [==============================] - 0s 286ms/step
62%|██████▏ | 6717/10770 [41:40<25:19, 2.67it/s]
1/1 [==============================] - 0s 316ms/step
62%|██████▏ | 6718/10770 [41:40<25:39, 2.63it/s]
1/1 [==============================] - 0s 298ms/step
62%|██████▏ | 6719/10770 [41:41<25:22, 2.66it/s]
1/1 [==============================] - 0s 293ms/step
62%|██████▏ | 6720/10770 [41:41<25:02, 2.70it/s]
1/1 [==============================] - 0s 313ms/step
62%|██████▏ | 6721/10770 [41:42<25:16, 2.67it/s]
1/1 [==============================] - 0s 283ms/step
62%|██████▏ | 6722/10770 [41:42<25:08, 2.68it/s]
1/1 [==============================] - 0s 287ms/step
62%|██████▏ | 6723/10770 [41:42<24:59, 2.70it/s]
1/1 [==============================] - 0s 301ms/step
62%|██████▏ | 6724/10770 [41:43<25:07, 2.68it/s]
1/1 [==============================] - 0s 302ms/step
62%|██████▏ | 6725/10770 [41:43<25:05, 2.69it/s]
1/1 [==============================] - 0s 310ms/step
62%|██████▏ | 6726/10770 [41:43<25:12, 2.67it/s]
1/1 [==============================] - 0s 303ms/step
62%|██████▏ | 6727/10770 [41:44<25:40, 2.62it/s]
1/1 [==============================] - 0s 297ms/step
62%|██████▏ | 6728/10770 [41:44<25:42, 2.62it/s]
1/1 [==============================] - 0s 299ms/step
62%|██████▏ | 6729/10770 [41:45<25:41, 2.62it/s]
1/1 [==============================] - 0s 288ms/step
62%|██████▏ | 6730/10770 [41:45<25:26, 2.65it/s]
1/1 [==============================] - 0s 286ms/step
62%|██████▏ | 6731/10770 [41:45<25:10, 2.67it/s]
1/1 [==============================] - 0s 379ms/step
63%|██████▎ | 6732/10770 [41:46<32:16, 2.09it/s]
1/1 [==============================] - 0s 366ms/step
63%|██████▎ | 6733/10770 [41:47<31:58, 2.10it/s]
1/1 [==============================] - 0s 401ms/step
63%|██████▎ | 6734/10770 [41:47<32:48, 2.05it/s]
1/1 [==============================] - 0s 445ms/step
63%|██████▎ | 6735/10770 [41:48<34:39, 1.94it/s]
1/1 [==============================] - 0s 429ms/step
63%|██████▎ | 6736/10770 [41:48<40:18, 1.67it/s]
1/1 [==============================] - 0s 359ms/step
63%|██████▎ | 6737/10770 [41:49<36:54, 1.82it/s]
1/1 [==============================] - 0s 385ms/step
63%|██████▎ | 6738/10770 [41:49<35:18, 1.90it/s]
1/1 [==============================] - 0s 449ms/step
63%|██████▎ | 6739/10770 [41:50<40:37, 1.65it/s]
1/1 [==============================] - 0s 339ms/step
63%|██████▎ | 6740/10770 [41:51<37:14, 1.80it/s]
1/1 [==============================] - 0s 403ms/step
63%|██████▎ | 6741/10770 [41:51<36:38, 1.83it/s]
1/1 [==============================] - 0s 290ms/step
63%|██████▎ | 6742/10770 [41:51<33:51, 1.98it/s]
1/1 [==============================] - 0s 257ms/step
63%|██████▎ | 6743/10770 [41:52<30:32, 2.20it/s]
1/1 [==============================] - 0s 304ms/step
63%|██████▎ | 6744/10770 [41:52<29:09, 2.30it/s]
1/1 [==============================] - 0s 282ms/step
63%|██████▎ | 6745/10770 [41:53<27:46, 2.42it/s]
1/1 [==============================] - 0s 280ms/step
63%|██████▎ | 6746/10770 [41:53<26:36, 2.52it/s]
1/1 [==============================] - 0s 309ms/step
63%|██████▎ | 6747/10770 [41:53<26:24, 2.54it/s]
1/1 [==============================] - 0s 292ms/step
63%|██████▎ | 6748/10770 [41:54<25:45, 2.60it/s]
1/1 [==============================] - 0s 298ms/step
63%|██████▎ | 6749/10770 [41:54<25:25, 2.64it/s]
1/1 [==============================] - 0s 295ms/step
63%|██████▎ | 6750/10770 [41:54<25:20, 2.64it/s]
1/1 [==============================] - 0s 293ms/step
63%|██████▎ | 6751/10770 [41:55<25:04, 2.67it/s]
1/1 [==============================] - 0s 300ms/step
63%|██████▎ | 6752/10770 [41:55<25:12, 2.66it/s]
1/1 [==============================] - 0s 311ms/step
63%|██████▎ | 6753/10770 [41:56<25:28, 2.63it/s]
1/1 [==============================] - 0s 287ms/step
63%|██████▎ | 6754/10770 [41:56<24:54, 2.69it/s]
1/1 [==============================] - 0s 311ms/step
63%|██████▎ | 6755/10770 [41:56<25:07, 2.66it/s]
1/1 [==============================] - 0s 312ms/step
63%|██████▎ | 6756/10770 [41:57<25:20, 2.64it/s]
1/1 [==============================] - 0s 301ms/step
63%|██████▎ | 6757/10770 [41:57<25:12, 2.65it/s]
1/1 [==============================] - 0s 303ms/step
63%|██████▎ | 6758/10770 [41:57<25:08, 2.66it/s]
1/1 [==============================] - 0s 299ms/step
63%|██████▎ | 6759/10770 [41:58<24:54, 2.68it/s]
1/1 [==============================] - 0s 295ms/step
63%|██████▎ | 6760/10770 [41:58<24:54, 2.68it/s]
1/1 [==============================] - 0s 275ms/step
63%|██████▎ | 6761/10770 [41:59<25:07, 2.66it/s]
1/1 [==============================] - 0s 313ms/step
63%|██████▎ | 6762/10770 [41:59<25:19, 2.64it/s]
1/1 [==============================] - 0s 307ms/step
63%|██████▎ | 6763/10770 [41:59<25:26, 2.62it/s]
1/1 [==============================] - 0s 321ms/step
63%|██████▎ | 6764/10770 [42:00<25:35, 2.61it/s]
1/1 [==============================] - 0s 316ms/step
63%|██████▎ | 6765/10770 [42:00<25:40, 2.60it/s]
1/1 [==============================] - 0s 292ms/step
63%|██████▎ | 6766/10770 [42:00<25:09, 2.65it/s]
1/1 [==============================] - 0s 320ms/step
63%|██████▎ | 6767/10770 [42:01<25:25, 2.62it/s]
1/1 [==============================] - 0s 373ms/step
63%|██████▎ | 6768/10770 [42:02<32:08, 2.08it/s]
1/1 [==============================] - 0s 393ms/step
63%|██████▎ | 6769/10770 [42:02<31:58, 2.09it/s]
1/1 [==============================] - 0s 421ms/step
63%|██████▎ | 6770/10770 [42:03<33:31, 1.99it/s]
1/1 [==============================] - 0s 409ms/step
63%|██████▎ | 6771/10770 [42:03<34:07, 1.95it/s]
1/1 [==============================] - 0s 419ms/step
63%|██████▎ | 6772/10770 [42:04<34:32, 1.93it/s]
1/1 [==============================] - 0s 440ms/step
63%|██████▎ | 6773/10770 [42:04<35:40, 1.87it/s]
1/1 [==============================] - 0s 356ms/step
63%|██████▎ | 6774/10770 [42:05<33:34, 1.98it/s]
1/1 [==============================] - 0s 431ms/step
63%|██████▎ | 6775/10770 [42:05<33:40, 1.98it/s]
1/1 [==============================] - 0s 427ms/step
63%|██████▎ | 6776/10770 [42:06<33:27, 1.99it/s]
1/1 [==============================] - 0s 413ms/step
63%|██████▎ | 6777/10770 [42:06<33:49, 1.97it/s]
1/1 [==============================] - 0s 406ms/step
63%|██████▎ | 6778/10770 [42:07<33:12, 2.00it/s]
1/1 [==============================] - 0s 424ms/step
63%|██████▎ | 6779/10770 [42:07<33:48, 1.97it/s]
1/1 [==============================] - 0s 393ms/step
63%|██████▎ | 6780/10770 [42:08<34:18, 1.94it/s]
1/1 [==============================] - 0s 287ms/step
63%|██████▎ | 6781/10770 [42:08<31:22, 2.12it/s]
1/1 [==============================] - 0s 283ms/step
63%|██████▎ | 6782/10770 [42:09<29:53, 2.22it/s]
1/1 [==============================] - 0s 301ms/step
63%|██████▎ | 6783/10770 [42:09<28:44, 2.31it/s]
1/1 [==============================] - 0s 303ms/step
63%|██████▎ | 6784/10770 [42:09<27:45, 2.39it/s]
1/1 [==============================] - 0s 299ms/step
63%|██████▎ | 6785/10770 [42:10<26:59, 2.46it/s]
1/1 [==============================] - 0s 287ms/step
63%|██████▎ | 6786/10770 [42:10<26:05, 2.55it/s]
1/1 [==============================] - 0s 321ms/step
63%|██████▎ | 6787/10770 [42:10<25:56, 2.56it/s]
1/1 [==============================] - 0s 292ms/step
63%|██████▎ | 6788/10770 [42:11<25:22, 2.62it/s]
1/1 [==============================] - 0s 303ms/step
63%|██████▎ | 6789/10770 [42:11<25:10, 2.64it/s]
1/1 [==============================] - 0s 319ms/step
63%|██████▎ | 6790/10770 [42:12<25:20, 2.62it/s]
1/1 [==============================] - 0s 300ms/step
63%|██████▎ | 6791/10770 [42:12<25:01, 2.65it/s]
1/1 [==============================] - 0s 302ms/step
63%|██████▎ | 6792/10770 [42:12<24:47, 2.67it/s]
1/1 [==============================] - 0s 304ms/step
63%|██████▎ | 6793/10770 [42:13<24:49, 2.67it/s]
1/1 [==============================] - 0s 293ms/step
63%|██████▎ | 6794/10770 [42:13<25:06, 2.64it/s]
1/1 [==============================] - 0s 301ms/step
63%|██████▎ | 6795/10770 [42:13<25:02, 2.65it/s]
1/1 [==============================] - 0s 284ms/step
63%|██████▎ | 6796/10770 [42:14<24:56, 2.66it/s]
1/1 [==============================] - 0s 297ms/step
63%|██████▎ | 6797/10770 [42:14<24:52, 2.66it/s]
1/1 [==============================] - 0s 315ms/step
63%|██████▎ | 6798/10770 [42:15<25:01, 2.64it/s]
1/1 [==============================] - 0s 304ms/step
63%|██████▎ | 6799/10770 [42:15<24:56, 2.65it/s]
1/1 [==============================] - 0s 304ms/step
63%|██████▎ | 6800/10770 [42:15<24:50, 2.66it/s]
1/1 [==============================] - 0s 309ms/step
63%|██████▎ | 6801/10770 [42:16<24:54, 2.66it/s]
1/1 [==============================] - 0s 289ms/step
63%|██████▎ | 6802/10770 [42:16<24:56, 2.65it/s]
1/1 [==============================] - 0s 295ms/step
63%|██████▎ | 6803/10770 [42:16<24:41, 2.68it/s]
1/1 [==============================] - 0s 307ms/step
63%|██████▎ | 6804/10770 [42:17<24:46, 2.67it/s]
1/1 [==============================] - 0s 291ms/step
63%|██████▎ | 6805/10770 [42:17<25:04, 2.64it/s]
1/1 [==============================] - 0s 298ms/step
63%|██████▎ | 6806/10770 [42:18<24:52, 2.66it/s]
1/1 [==============================] - 0s 389ms/step
63%|██████▎ | 6807/10770 [42:18<32:19, 2.04it/s]
1/1 [==============================] - 0s 396ms/step
63%|██████▎ | 6808/10770 [42:19<31:58, 2.07it/s]
1/1 [==============================] - 0s 426ms/step
63%|██████▎ | 6809/10770 [42:19<32:42, 2.02it/s]
1/1 [==============================] - 0s 432ms/step
63%|██████▎ | 6810/10770 [42:20<33:48, 1.95it/s]
1/1 [==============================] - 0s 432ms/step
63%|██████▎ | 6811/10770 [42:20<34:27, 1.92it/s]
1/1 [==============================] - 0s 410ms/step
63%|██████▎ | 6812/10770 [42:21<38:47, 1.70it/s]
1/1 [==============================] - 0s 363ms/step
63%|██████▎ | 6813/10770 [42:22<41:57, 1.57it/s]
1/1 [==============================] - 1s 508ms/step
63%|██████▎ | 6814/10770 [42:23<45:11, 1.46it/s]
1/1 [==============================] - 0s 418ms/step
63%|██████▎ | 6815/10770 [42:23<42:16, 1.56it/s]
1/1 [==============================] - 0s 276ms/step
63%|██████▎ | 6816/10770 [42:24<36:54, 1.79it/s]
1/1 [==============================] - 0s 299ms/step
63%|██████▎ | 6817/10770 [42:24<33:15, 1.98it/s]
1/1 [==============================] - 0s 309ms/step
63%|██████▎ | 6818/10770 [42:24<30:45, 2.14it/s]
1/1 [==============================] - 0s 295ms/step
63%|██████▎ | 6819/10770 [42:25<28:57, 2.27it/s]
1/1 [==============================] - 0s 294ms/step
63%|██████▎ | 6820/10770 [42:25<27:34, 2.39it/s]
1/1 [==============================] - 0s 303ms/step
63%|██████▎ | 6821/10770 [42:25<26:43, 2.46it/s]
1/1 [==============================] - 0s 311ms/step
63%|██████▎ | 6822/10770 [42:26<26:04, 2.52it/s]
1/1 [==============================] - 0s 292ms/step
63%|██████▎ | 6823/10770 [42:26<25:28, 2.58it/s]
1/1 [==============================] - 0s 310ms/step
63%|██████▎ | 6824/10770 [42:27<25:26, 2.59it/s]
1/1 [==============================] - 0s 292ms/step
63%|██████▎ | 6825/10770 [42:27<24:55, 2.64it/s]
1/1 [==============================] - 0s 305ms/step
63%|██████▎ | 6826/10770 [42:27<24:59, 2.63it/s]
1/1 [==============================] - 0s 292ms/step
63%|██████▎ | 6827/10770 [42:28<24:54, 2.64it/s]
1/1 [==============================] - 0s 300ms/step
63%|██████▎ | 6828/10770 [42:28<24:49, 2.65it/s]
1/1 [==============================] - 0s 302ms/step
63%|██████▎ | 6829/10770 [42:28<24:59, 2.63it/s]
1/1 [==============================] - 0s 301ms/step
63%|██████▎ | 6830/10770 [42:29<24:46, 2.65it/s]
1/1 [==============================] - 0s 294ms/step
63%|██████▎ | 6831/10770 [42:29<24:29, 2.68it/s]
1/1 [==============================] - 0s 315ms/step
63%|██████▎ | 6832/10770 [42:30<24:54, 2.64it/s]
1/1 [==============================] - 0s 299ms/step
63%|██████▎ | 6833/10770 [42:30<24:42, 2.66it/s]
1/1 [==============================] - 0s 296ms/step
63%|██████▎ | 6834/10770 [42:30<24:22, 2.69it/s]
1/1 [==============================] - 0s 314ms/step
63%|██████▎ | 6835/10770 [42:31<24:34, 2.67it/s]
1/1 [==============================] - 0s 310ms/step
63%|██████▎ | 6836/10770 [42:31<24:45, 2.65it/s]
1/1 [==============================] - 0s 307ms/step
63%|██████▎ | 6837/10770 [42:31<24:55, 2.63it/s]
1/1 [==============================] - 0s 303ms/step
63%|██████▎ | 6838/10770 [42:32<25:16, 2.59it/s]
1/1 [==============================] - 0s 306ms/step
64%|██████▎ | 6839/10770 [42:32<25:14, 2.60it/s]
1/1 [==============================] - 0s 300ms/step
64%|██████▎ | 6840/10770 [42:33<25:28, 2.57it/s]
1/1 [==============================] - 0s 290ms/step
64%|██████▎ | 6841/10770 [42:33<25:02, 2.62it/s]
1/1 [==============================] - 0s 371ms/step
64%|██████▎ | 6842/10770 [42:34<31:43, 2.06it/s]
1/1 [==============================] - 0s 366ms/step
64%|██████▎ | 6843/10770 [42:34<31:08, 2.10it/s]
1/1 [==============================] - 0s 355ms/step
64%|██████▎ | 6844/10770 [42:35<29:59, 2.18it/s]
1/1 [==============================] - 0s 379ms/step
64%|██████▎ | 6845/10770 [42:35<30:07, 2.17it/s]
1/1 [==============================] - 0s 368ms/step
64%|██████▎ | 6846/10770 [42:36<29:46, 2.20it/s]
1/1 [==============================] - 0s 444ms/step
64%|██████▎ | 6847/10770 [42:36<31:56, 2.05it/s]
1/1 [==============================] - 0s 360ms/step
64%|██████▎ | 6848/10770 [42:37<31:29, 2.08it/s]
1/1 [==============================] - 0s 368ms/step
64%|██████▎ | 6849/10770 [42:37<30:47, 2.12it/s]
1/1 [==============================] - 0s 383ms/step
64%|██████▎ | 6850/10770 [42:37<30:30, 2.14it/s]
1/1 [==============================] - 0s 362ms/step
64%|██████▎ | 6851/10770 [42:38<29:43, 2.20it/s]
1/1 [==============================] - 0s 400ms/step
64%|██████▎ | 6852/10770 [42:38<30:04, 2.17it/s]
1/1 [==============================] - 0s 460ms/step
64%|██████▎ | 6853/10770 [42:39<32:19, 2.02it/s]
1/1 [==============================] - 0s 407ms/step
64%|██████▎ | 6854/10770 [42:39<32:40, 2.00it/s]
1/1 [==============================] - 0s 399ms/step
64%|██████▎ | 6855/10770 [42:40<37:13, 1.75it/s]
1/1 [==============================] - 0s 360ms/step
64%|██████▎ | 6856/10770 [42:41<40:07, 1.63it/s]
1/1 [==============================] - 0s 227ms/step
64%|██████▎ | 6857/10770 [42:41<33:51, 1.93it/s]
1/1 [==============================] - 0s 302ms/step
64%|██████▎ | 6858/10770 [42:42<31:01, 2.10it/s]
1/1 [==============================] - 0s 307ms/step
64%|██████▎ | 6859/10770 [42:42<29:08, 2.24it/s]
1/1 [==============================] - 0s 316ms/step
64%|██████▎ | 6860/10770 [42:42<28:18, 2.30it/s]
1/1 [==============================] - 0s 303ms/step
64%|██████▎ | 6861/10770 [42:43<27:09, 2.40it/s]
1/1 [==============================] - 0s 304ms/step
64%|██████▎ | 6862/10770 [42:43<26:20, 2.47it/s]
1/1 [==============================] - 0s 334ms/step
64%|██████▎ | 6863/10770 [42:44<26:23, 2.47it/s]
1/1 [==============================] - 0s 301ms/step
64%|██████▎ | 6864/10770 [42:44<25:57, 2.51it/s]
1/1 [==============================] - 0s 298ms/step
64%|██████▎ | 6865/10770 [42:44<25:19, 2.57it/s]
1/1 [==============================] - 0s 323ms/step
64%|██████▍ | 6866/10770 [42:45<25:30, 2.55it/s]
1/1 [==============================] - 0s 292ms/step
64%|██████▍ | 6867/10770 [42:45<24:57, 2.61it/s]
1/1 [==============================] - 0s 287ms/step
64%|██████▍ | 6868/10770 [42:45<24:36, 2.64it/s]
1/1 [==============================] - 0s 293ms/step
64%|██████▍ | 6869/10770 [42:46<24:29, 2.65it/s]
1/1 [==============================] - 0s 293ms/step
64%|██████▍ | 6870/10770 [42:46<24:16, 2.68it/s]
1/1 [==============================] - 0s 306ms/step
64%|██████▍ | 6871/10770 [42:47<24:40, 2.63it/s]
1/1 [==============================] - 0s 318ms/step
64%|██████▍ | 6872/10770 [42:47<24:51, 2.61it/s]
1/1 [==============================] - 0s 302ms/step
64%|██████▍ | 6873/10770 [42:47<24:35, 2.64it/s]
1/1 [==============================] - 0s 327ms/step
64%|██████▍ | 6874/10770 [42:48<25:04, 2.59it/s]
1/1 [==============================] - 0s 313ms/step
64%|██████▍ | 6875/10770 [42:48<25:10, 2.58it/s]
1/1 [==============================] - 0s 302ms/step
64%|██████▍ | 6876/10770 [42:48<24:58, 2.60it/s]
1/1 [==============================] - 0s 318ms/step
64%|██████▍ | 6877/10770 [42:49<24:58, 2.60it/s]
1/1 [==============================] - 0s 300ms/step
64%|██████▍ | 6878/10770 [42:49<24:50, 2.61it/s]
1/1 [==============================] - 0s 300ms/step
64%|██████▍ | 6879/10770 [42:50<24:35, 2.64it/s]
1/1 [==============================] - 0s 286ms/step
64%|██████▍ | 6880/10770 [42:50<24:50, 2.61it/s]
1/1 [==============================] - 0s 411ms/step
64%|██████▍ | 6881/10770 [42:50<26:40, 2.43it/s]
1/1 [==============================] - 0s 423ms/step
64%|██████▍ | 6882/10770 [42:51<28:50, 2.25it/s]
1/1 [==============================] - 0s 420ms/step
64%|██████▍ | 6883/10770 [42:52<31:13, 2.08it/s]
1/1 [==============================] - 0s 402ms/step
64%|██████▍ | 6884/10770 [42:52<32:01, 2.02it/s]
1/1 [==============================] - 0s 372ms/step
64%|██████▍ | 6885/10770 [42:53<31:53, 2.03it/s]
1/1 [==============================] - 0s 445ms/step
64%|██████▍ | 6886/10770 [42:53<33:16, 1.95it/s]
1/1 [==============================] - 0s 376ms/step
64%|██████▍ | 6887/10770 [42:54<31:55, 2.03it/s]
1/1 [==============================] - 0s 361ms/step
64%|██████▍ | 6888/10770 [42:54<30:38, 2.11it/s]
1/1 [==============================] - 0s 352ms/step
64%|██████▍ | 6889/10770 [42:54<29:40, 2.18it/s]
1/1 [==============================] - 0s 388ms/step
64%|██████▍ | 6890/10770 [42:55<35:29, 1.82it/s]
1/1 [==============================] - 0s 493ms/step
64%|██████▍ | 6891/10770 [42:56<36:11, 1.79it/s]
1/1 [==============================] - 0s 440ms/step
64%|██████▍ | 6892/10770 [42:56<36:17, 1.78it/s]
1/1 [==============================] - 0s 397ms/step
64%|██████▍ | 6893/10770 [42:57<34:59, 1.85it/s]
1/1 [==============================] - 0s 319ms/step
64%|██████▍ | 6894/10770 [42:57<33:04, 1.95it/s]
1/1 [==============================] - 0s 306ms/step
64%|██████▍ | 6895/10770 [42:58<30:24, 2.12it/s]
1/1 [==============================] - 0s 301ms/step
64%|██████▍ | 6896/10770 [42:58<28:28, 2.27it/s]
1/1 [==============================] - 0s 307ms/step
64%|██████▍ | 6897/10770 [42:58<27:31, 2.35it/s]
1/1 [==============================] - 0s 291ms/step
64%|██████▍ | 6898/10770 [42:59<26:29, 2.44it/s]
1/1 [==============================] - 0s 309ms/step
64%|██████▍ | 6899/10770 [42:59<25:50, 2.50it/s]
1/1 [==============================] - 0s 315ms/step
64%|██████▍ | 6900/10770 [43:00<25:29, 2.53it/s]
1/1 [==============================] - 0s 299ms/step
64%|██████▍ | 6901/10770 [43:00<24:55, 2.59it/s]
1/1 [==============================] - 0s 306ms/step
64%|██████▍ | 6902/10770 [43:00<24:39, 2.61it/s]
1/1 [==============================] - 0s 283ms/step
64%|██████▍ | 6903/10770 [43:01<24:39, 2.61it/s]
1/1 [==============================] - 0s 305ms/step
64%|██████▍ | 6904/10770 [43:01<24:47, 2.60it/s]
1/1 [==============================] - 0s 315ms/step
64%|██████▍ | 6905/10770 [43:01<24:45, 2.60it/s]
1/1 [==============================] - 0s 314ms/step
64%|██████▍ | 6906/10770 [43:02<24:44, 2.60it/s]
1/1 [==============================] - 0s 296ms/step
64%|██████▍ | 6907/10770 [43:02<24:28, 2.63it/s]
1/1 [==============================] - 0s 312ms/step
64%|██████▍ | 6908/10770 [43:03<24:30, 2.63it/s]
1/1 [==============================] - 0s 305ms/step
64%|██████▍ | 6909/10770 [43:03<24:26, 2.63it/s]
1/1 [==============================] - 0s 298ms/step
64%|██████▍ | 6910/10770 [43:03<24:20, 2.64it/s]
1/1 [==============================] - 0s 315ms/step
64%|██████▍ | 6911/10770 [43:04<24:27, 2.63it/s]
1/1 [==============================] - 0s 327ms/step
64%|██████▍ | 6912/10770 [43:04<25:13, 2.55it/s]
1/1 [==============================] - 0s 293ms/step
64%|██████▍ | 6913/10770 [43:05<24:41, 2.60it/s]
1/1 [==============================] - 0s 319ms/step
64%|██████▍ | 6914/10770 [43:05<24:50, 2.59it/s]
1/1 [==============================] - 0s 287ms/step
64%|██████▍ | 6915/10770 [43:05<24:49, 2.59it/s]
1/1 [==============================] - 0s 309ms/step
64%|██████▍ | 6916/10770 [43:06<24:49, 2.59it/s]
1/1 [==============================] - 0s 312ms/step
64%|██████▍ | 6917/10770 [43:06<24:42, 2.60it/s]
1/1 [==============================] - 0s 291ms/step
64%|██████▍ | 6918/10770 [43:06<24:20, 2.64it/s]
1/1 [==============================] - 0s 319ms/step
64%|██████▍ | 6919/10770 [43:07<24:48, 2.59it/s]
1/1 [==============================] - 0s 384ms/step
64%|██████▍ | 6920/10770 [43:07<26:08, 2.46it/s]
1/1 [==============================] - 0s 458ms/step
64%|██████▍ | 6921/10770 [43:08<34:02, 1.88it/s]
1/1 [==============================] - 0s 371ms/step
64%|██████▍ | 6922/10770 [43:09<32:56, 1.95it/s]
1/1 [==============================] - 0s 442ms/step
64%|██████▍ | 6923/10770 [43:09<33:32, 1.91it/s]
1/1 [==============================] - 0s 395ms/step
64%|██████▍ | 6924/10770 [43:10<33:03, 1.94it/s]
1/1 [==============================] - 0s 404ms/step
64%|██████▍ | 6925/10770 [43:10<32:53, 1.95it/s]
1/1 [==============================] - 0s 418ms/step
64%|██████▍ | 6926/10770 [43:11<33:16, 1.93it/s]
1/1 [==============================] - 0s 427ms/step
64%|██████▍ | 6927/10770 [43:11<33:18, 1.92it/s]
1/1 [==============================] - 0s 393ms/step
64%|██████▍ | 6928/10770 [43:12<32:58, 1.94it/s]
1/1 [==============================] - 0s 447ms/step
64%|██████▍ | 6929/10770 [43:12<33:36, 1.90it/s]
1/1 [==============================] - 0s 433ms/step
64%|██████▍ | 6930/10770 [43:13<38:19, 1.67it/s]
1/1 [==============================] - 0s 245ms/step
64%|██████▍ | 6931/10770 [43:13<33:20, 1.92it/s]
1/1 [==============================] - 0s 295ms/step
64%|██████▍ | 6932/10770 [43:14<30:21, 2.11it/s]
1/1 [==============================] - 0s 302ms/step
64%|██████▍ | 6933/10770 [43:14<28:29, 2.24it/s]
1/1 [==============================] - 0s 324ms/step
64%|██████▍ | 6934/10770 [43:14<27:28, 2.33it/s]
1/1 [==============================] - 0s 306ms/step
64%|██████▍ | 6935/10770 [43:15<26:31, 2.41it/s]
1/1 [==============================] - 0s 291ms/step
64%|██████▍ | 6936/10770 [43:15<25:34, 2.50it/s]
1/1 [==============================] - 0s 311ms/step
64%|██████▍ | 6937/10770 [43:16<25:27, 2.51it/s]
1/1 [==============================] - 0s 305ms/step
64%|██████▍ | 6938/10770 [43:16<25:01, 2.55it/s]
1/1 [==============================] - 0s 309ms/step
64%|██████▍ | 6939/10770 [43:16<24:55, 2.56it/s]
1/1 [==============================] - 0s 289ms/step
64%|██████▍ | 6940/10770 [43:17<24:52, 2.57it/s]
1/1 [==============================] - 0s 303ms/step
64%|██████▍ | 6941/10770 [43:17<24:37, 2.59it/s]
1/1 [==============================] - 0s 307ms/step
64%|██████▍ | 6942/10770 [43:18<24:46, 2.57it/s]
1/1 [==============================] - 0s 296ms/step
64%|██████▍ | 6943/10770 [43:18<24:22, 2.62it/s]
1/1 [==============================] - 0s 291ms/step
64%|██████▍ | 6944/10770 [43:18<23:56, 2.66it/s]
1/1 [==============================] - 0s 311ms/step
64%|██████▍ | 6945/10770 [43:19<24:01, 2.65it/s]
1/1 [==============================] - 0s 320ms/step
64%|██████▍ | 6946/10770 [43:19<24:17, 2.62it/s]
1/1 [==============================] - 0s 303ms/step
65%|██████▍ | 6947/10770 [43:19<24:08, 2.64it/s]
1/1 [==============================] - 0s 300ms/step
65%|██████▍ | 6948/10770 [43:20<24:29, 2.60it/s]
1/1 [==============================] - 0s 289ms/step
65%|██████▍ | 6949/10770 [43:20<24:13, 2.63it/s]
1/1 [==============================] - 0s 300ms/step
65%|██████▍ | 6950/10770 [43:21<24:09, 2.64it/s]
1/1 [==============================] - 0s 302ms/step
65%|██████▍ | 6951/10770 [43:21<24:12, 2.63it/s]
1/1 [==============================] - 0s 301ms/step
65%|██████▍ | 6952/10770 [43:21<23:59, 2.65it/s]
1/1 [==============================] - 0s 297ms/step
65%|██████▍ | 6953/10770 [43:22<23:46, 2.68it/s]
1/1 [==============================] - 0s 282ms/step
65%|██████▍ | 6954/10770 [43:22<23:51, 2.67it/s]
1/1 [==============================] - 0s 289ms/step
65%|██████▍ | 6955/10770 [43:22<23:43, 2.68it/s]
1/1 [==============================] - 0s 315ms/step
65%|██████▍ | 6956/10770 [43:23<23:57, 2.65it/s]
1/1 [==============================] - 0s 341ms/step
65%|██████▍ | 6957/10770 [43:23<24:36, 2.58it/s]
1/1 [==============================] - 0s 375ms/step
65%|██████▍ | 6958/10770 [43:24<31:59, 1.99it/s]
1/1 [==============================] - 0s 374ms/step
65%|██████▍ | 6959/10770 [43:24<31:45, 2.00it/s]
1/1 [==============================] - 0s 413ms/step
65%|██████▍ | 6960/10770 [43:25<32:05, 1.98it/s]
1/1 [==============================] - 0s 435ms/step
65%|██████▍ | 6961/10770 [43:26<33:02, 1.92it/s]
1/1 [==============================] - 0s 411ms/step
65%|██████▍ | 6962/10770 [43:26<33:04, 1.92it/s]
1/1 [==============================] - 0s 416ms/step
65%|██████▍ | 6963/10770 [43:27<32:55, 1.93it/s]
1/1 [==============================] - 0s 393ms/step
65%|██████▍ | 6964/10770 [43:27<37:26, 1.69it/s]
1/1 [==============================] - 0s 336ms/step
65%|██████▍ | 6965/10770 [43:28<34:14, 1.85it/s]
1/1 [==============================] - 0s 397ms/step
65%|██████▍ | 6966/10770 [43:28<33:21, 1.90it/s]
1/1 [==============================] - 0s 468ms/step
65%|██████▍ | 6967/10770 [43:29<34:16, 1.85it/s]
1/1 [==============================] - 0s 356ms/step
65%|██████▍ | 6968/10770 [43:29<32:28, 1.95it/s]
1/1 [==============================] - 0s 306ms/step
65%|██████▍ | 6969/10770 [43:30<30:00, 2.11it/s]
1/1 [==============================] - 0s 294ms/step
65%|██████▍ | 6970/10770 [43:30<28:12, 2.25it/s]
1/1 [==============================] - 0s 217ms/step
65%|██████▍ | 6971/10770 [43:31<36:36, 1.73it/s]
1/1 [==============================] - 0s 315ms/step
65%|██████▍ | 6972/10770 [43:31<33:04, 1.91it/s]
1/1 [==============================] - 0s 287ms/step
65%|██████▍ | 6973/10770 [43:32<30:42, 2.06it/s]
1/1 [==============================] - 0s 289ms/step
65%|██████▍ | 6974/10770 [43:32<28:42, 2.20it/s]
1/1 [==============================] - 0s 314ms/step
65%|██████▍ | 6975/10770 [43:33<27:27, 2.30it/s]
1/1 [==============================] - 0s 314ms/step
65%|██████▍ | 6976/10770 [43:33<26:39, 2.37it/s]
1/1 [==============================] - 0s 290ms/step
65%|██████▍ | 6977/10770 [43:33<25:37, 2.47it/s]
1/1 [==============================] - 0s 318ms/step
65%|██████▍ | 6978/10770 [43:34<25:37, 2.47it/s]
1/1 [==============================] - 0s 308ms/step
65%|██████▍ | 6979/10770 [43:34<25:11, 2.51it/s]
1/1 [==============================] - 0s 328ms/step
65%|██████▍ | 6980/10770 [43:34<25:42, 2.46it/s]
1/1 [==============================] - 0s 289ms/step
65%|██████▍ | 6981/10770 [43:35<25:23, 2.49it/s]
1/1 [==============================] - 0s 302ms/step
65%|██████▍ | 6982/10770 [43:35<24:52, 2.54it/s]
1/1 [==============================] - 0s 313ms/step
65%|██████▍ | 6983/10770 [43:36<25:37, 2.46it/s]
1/1 [==============================] - 0s 281ms/step
65%|██████▍ | 6984/10770 [43:36<24:46, 2.55it/s]
1/1 [==============================] - 0s 293ms/step
65%|██████▍ | 6985/10770 [43:36<24:30, 2.57it/s]
1/1 [==============================] - 0s 308ms/step
65%|██████▍ | 6986/10770 [43:37<24:25, 2.58it/s]
1/1 [==============================] - 0s 292ms/step
65%|██████▍ | 6987/10770 [43:37<24:14, 2.60it/s]
1/1 [==============================] - 0s 297ms/step
65%|██████▍ | 6988/10770 [43:38<24:05, 2.62it/s]
1/1 [==============================] - 0s 332ms/step
65%|██████▍ | 6989/10770 [43:38<24:46, 2.54it/s]
1/1 [==============================] - 0s 293ms/step
65%|██████▍ | 6990/10770 [43:38<24:32, 2.57it/s]
1/1 [==============================] - 0s 319ms/step
65%|██████▍ | 6991/10770 [43:39<24:39, 2.55it/s]
1/1 [==============================] - 0s 355ms/step
65%|██████▍ | 6992/10770 [43:39<26:01, 2.42it/s]
1/1 [==============================] - 0s 380ms/step
65%|██████▍ | 6993/10770 [43:40<27:06, 2.32it/s]
1/1 [==============================] - 0s 392ms/step
65%|██████▍ | 6994/10770 [43:40<33:34, 1.87it/s]
1/1 [==============================] - 0s 410ms/step
65%|██████▍ | 6995/10770 [43:41<33:11, 1.90it/s]
1/1 [==============================] - 0s 435ms/step
65%|██████▍ | 6996/10770 [43:42<33:53, 1.86it/s]
1/1 [==============================] - 0s 477ms/step
65%|██████▍ | 6997/10770 [43:42<34:10, 1.84it/s]
1/1 [==============================] - 0s 428ms/step
65%|██████▍ | 6998/10770 [43:43<34:04, 1.84it/s]
1/1 [==============================] - 0s 439ms/step
65%|██████▍ | 6999/10770 [43:43<39:05, 1.61it/s]
1/1 [==============================] - 0s 417ms/step
65%|██████▍ | 7000/10770 [43:44<37:03, 1.70it/s]
1/1 [==============================] - 0s 467ms/step
65%|██████▌ | 7001/10770 [43:45<41:27, 1.52it/s]
1/1 [==============================] - 0s 214ms/step
65%|██████▌ | 7002/10770 [43:45<34:32, 1.82it/s]
1/1 [==============================] - 0s 287ms/step
65%|██████▌ | 7003/10770 [43:45<31:47, 1.97it/s]
1/1 [==============================] - 0s 306ms/step
65%|██████▌ | 7004/10770 [43:46<29:26, 2.13it/s]
1/1 [==============================] - 0s 317ms/step
65%|██████▌ | 7005/10770 [43:46<28:09, 2.23it/s]
1/1 [==============================] - 0s 302ms/step
65%|██████▌ | 7006/10770 [43:47<26:50, 2.34it/s]
1/1 [==============================] - 0s 300ms/step
65%|██████▌ | 7007/10770 [43:47<25:58, 2.41it/s]
1/1 [==============================] - 0s 319ms/step
65%|██████▌ | 7008/10770 [43:47<25:44, 2.44it/s]
1/1 [==============================] - 0s 306ms/step
65%|██████▌ | 7009/10770 [43:48<25:57, 2.42it/s]
1/1 [==============================] - 0s 293ms/step
65%|██████▌ | 7010/10770 [43:48<25:02, 2.50it/s]
1/1 [==============================] - 0s 336ms/step
65%|██████▌ | 7011/10770 [43:49<25:25, 2.46it/s]
1/1 [==============================] - 0s 316ms/step
65%|██████▌ | 7012/10770 [43:49<25:04, 2.50it/s]
1/1 [==============================] - 0s 314ms/step
65%|██████▌ | 7013/10770 [43:49<25:17, 2.48it/s]
1/1 [==============================] - 0s 300ms/step
65%|██████▌ | 7014/10770 [43:50<24:59, 2.50it/s]
1/1 [==============================] - 0s 301ms/step
65%|██████▌ | 7015/10770 [43:50<24:39, 2.54it/s]
1/1 [==============================] - 0s 315ms/step
65%|██████▌ | 7016/10770 [43:51<24:35, 2.54it/s]
1/1 [==============================] - 0s 310ms/step
65%|██████▌ | 7017/10770 [43:51<24:21, 2.57it/s]
1/1 [==============================] - 0s 301ms/step
65%|██████▌ | 7018/10770 [43:51<24:03, 2.60it/s]
1/1 [==============================] - 0s 321ms/step
65%|██████▌ | 7019/10770 [43:52<24:12, 2.58it/s]
1/1 [==============================] - 0s 320ms/step
65%|██████▌ | 7020/10770 [43:52<24:20, 2.57it/s]
1/1 [==============================] - 0s 304ms/step
65%|██████▌ | 7021/10770 [43:53<24:10, 2.59it/s]
1/1 [==============================] - 0s 315ms/step
65%|██████▌ | 7022/10770 [43:53<24:22, 2.56it/s]
1/1 [==============================] - 0s 311ms/step
65%|██████▌ | 7023/10770 [43:53<24:21, 2.56it/s]
1/1 [==============================] - 0s 311ms/step
65%|██████▌ | 7024/10770 [43:54<24:52, 2.51it/s]
1/1 [==============================] - 0s 304ms/step
65%|██████▌ | 7025/10770 [43:54<24:35, 2.54it/s]
1/1 [==============================] - 0s 305ms/step
65%|██████▌ | 7026/10770 [43:54<24:23, 2.56it/s]
1/1 [==============================] - 0s 415ms/step
65%|██████▌ | 7027/10770 [43:55<31:11, 2.00it/s]
1/1 [==============================] - 0s 401ms/step
65%|██████▌ | 7028/10770 [43:56<36:12, 1.72it/s]
1/1 [==============================] - 0s 378ms/step
65%|██████▌ | 7029/10770 [43:57<40:00, 1.56it/s]
1/1 [==============================] - 0s 387ms/step
65%|██████▌ | 7030/10770 [43:57<37:23, 1.67it/s]
1/1 [==============================] - 0s 371ms/step
65%|██████▌ | 7031/10770 [43:58<40:17, 1.55it/s]
1/1 [==============================] - 0s 377ms/step
65%|██████▌ | 7032/10770 [43:59<42:41, 1.46it/s]
1/1 [==============================] - 0s 231ms/step
65%|██████▌ | 7033/10770 [43:59<36:09, 1.72it/s]
1/1 [==============================] - 0s 317ms/step
65%|██████▌ | 7034/10770 [44:00<32:43, 1.90it/s]
1/1 [==============================] - 0s 293ms/step
65%|██████▌ | 7035/10770 [44:00<30:24, 2.05it/s]
1/1 [==============================] - 0s 312ms/step
65%|██████▌ | 7036/10770 [44:00<28:35, 2.18it/s]
1/1 [==============================] - 0s 312ms/step
65%|██████▌ | 7037/10770 [44:01<27:59, 2.22it/s]
1/1 [==============================] - 0s 292ms/step
65%|██████▌ | 7038/10770 [44:01<26:44, 2.33it/s]
1/1 [==============================] - 0s 288ms/step
65%|██████▌ | 7039/10770 [44:02<25:54, 2.40it/s]
1/1 [==============================] - 0s 309ms/step
65%|██████▌ | 7040/10770 [44:02<25:16, 2.46it/s]
1/1 [==============================] - 0s 306ms/step
65%|██████▌ | 7041/10770 [44:02<25:11, 2.47it/s]
1/1 [==============================] - 0s 312ms/step
65%|██████▌ | 7042/10770 [44:03<24:58, 2.49it/s]
1/1 [==============================] - 0s 310ms/step
65%|██████▌ | 7043/10770 [44:03<24:50, 2.50it/s]
1/1 [==============================] - 0s 303ms/step
65%|██████▌ | 7044/10770 [44:04<24:45, 2.51it/s]
1/1 [==============================] - 0s 297ms/step
65%|██████▌ | 7045/10770 [44:04<24:24, 2.54it/s]
1/1 [==============================] - 0s 347ms/step
65%|██████▌ | 7046/10770 [44:04<25:20, 2.45it/s]
1/1 [==============================] - 0s 294ms/step
65%|██████▌ | 7047/10770 [44:05<24:47, 2.50it/s]
1/1 [==============================] - 0s 310ms/step
65%|██████▌ | 7048/10770 [44:05<24:31, 2.53it/s]
1/1 [==============================] - 0s 322ms/step
65%|██████▌ | 7049/10770 [44:06<24:44, 2.51it/s]
1/1 [==============================] - 0s 308ms/step
65%|██████▌ | 7050/10770 [44:06<24:37, 2.52it/s]
1/1 [==============================] - 0s 313ms/step
65%|██████▌ | 7051/10770 [44:06<24:36, 2.52it/s]
1/1 [==============================] - 0s 299ms/step
65%|██████▌ | 7052/10770 [44:07<24:11, 2.56it/s]
1/1 [==============================] - 0s 301ms/step
65%|██████▌ | 7053/10770 [44:07<24:00, 2.58it/s]
1/1 [==============================] - 0s 328ms/step
65%|██████▌ | 7054/10770 [44:07<24:10, 2.56it/s]
1/1 [==============================] - 0s 298ms/step
66%|██████▌ | 7055/10770 [44:08<23:46, 2.60it/s]
1/1 [==============================] - 0s 303ms/step
66%|██████▌ | 7056/10770 [44:08<23:45, 2.61it/s]
1/1 [==============================] - 0s 300ms/step
66%|██████▌ | 7057/10770 [44:09<24:23, 2.54it/s]
1/1 [==============================] - 0s 342ms/step
66%|██████▌ | 7058/10770 [44:09<24:49, 2.49it/s]
1/1 [==============================] - 0s 410ms/step
66%|██████▌ | 7059/10770 [44:10<31:11, 1.98it/s]
1/1 [==============================] - 0s 402ms/step
66%|██████▌ | 7060/10770 [44:11<35:31, 1.74it/s]
1/1 [==============================] - 0s 380ms/step
66%|██████▌ | 7061/10770 [44:11<39:12, 1.58it/s]
1/1 [==============================] - 0s 405ms/step
66%|██████▌ | 7062/10770 [44:12<36:48, 1.68it/s]
1/1 [==============================] - 0s 368ms/step
66%|██████▌ | 7063/10770 [44:12<33:59, 1.82it/s]
1/1 [==============================] - 0s 452ms/step
66%|██████▌ | 7064/10770 [44:13<38:22, 1.61it/s]
1/1 [==============================] - 0s 421ms/step
66%|██████▌ | 7065/10770 [44:14<36:37, 1.69it/s]
1/1 [==============================] - 0s 343ms/step
66%|██████▌ | 7066/10770 [44:14<34:04, 1.81it/s]
1/1 [==============================] - 0s 299ms/step
66%|██████▌ | 7067/10770 [44:14<30:45, 2.01it/s]
1/1 [==============================] - 0s 312ms/step
66%|██████▌ | 7068/10770 [44:15<29:08, 2.12it/s]
1/1 [==============================] - 0s 307ms/step
66%|██████▌ | 7069/10770 [44:15<27:36, 2.23it/s]
1/1 [==============================] - 0s 296ms/step
66%|██████▌ | 7070/10770 [44:16<26:08, 2.36it/s]
1/1 [==============================] - 0s 326ms/step
66%|██████▌ | 7071/10770 [44:16<25:40, 2.40it/s]
1/1 [==============================] - 0s 310ms/step
66%|██████▌ | 7072/10770 [44:16<25:06, 2.46it/s]
1/1 [==============================] - 0s 309ms/step
66%|██████▌ | 7073/10770 [44:17<24:40, 2.50it/s]
1/1 [==============================] - 0s 322ms/step
66%|██████▌ | 7074/10770 [44:17<24:35, 2.50it/s]
1/1 [==============================] - 0s 299ms/step
66%|██████▌ | 7075/10770 [44:18<24:13, 2.54it/s]
1/1 [==============================] - 0s 317ms/step
66%|██████▌ | 7076/10770 [44:18<24:09, 2.55it/s]
1/1 [==============================] - 0s 285ms/step
66%|██████▌ | 7077/10770 [44:18<24:12, 2.54it/s]
1/1 [==============================] - 0s 298ms/step
66%|██████▌ | 7078/10770 [44:19<23:46, 2.59it/s]
1/1 [==============================] - 0s 308ms/step
66%|██████▌ | 7079/10770 [44:19<24:03, 2.56it/s]
1/1 [==============================] - 0s 291ms/step
66%|██████▌ | 7080/10770 [44:19<23:33, 2.61it/s]
1/1 [==============================] - 0s 288ms/step
66%|██████▌ | 7081/10770 [44:20<23:17, 2.64it/s]
1/1 [==============================] - 0s 316ms/step
66%|██████▌ | 7082/10770 [44:20<23:33, 2.61it/s]
1/1 [==============================] - 0s 287ms/step
66%|██████▌ | 7083/10770 [44:21<23:12, 2.65it/s]
1/1 [==============================] - 0s 301ms/step
66%|██████▌ | 7084/10770 [44:21<23:04, 2.66it/s]
1/1 [==============================] - 0s 328ms/step
66%|██████▌ | 7085/10770 [44:21<23:24, 2.62it/s]
1/1 [==============================] - 0s 307ms/step
66%|██████▌ | 7086/10770 [44:22<23:16, 2.64it/s]
1/1 [==============================] - 0s 302ms/step
66%|██████▌ | 7087/10770 [44:22<23:10, 2.65it/s]
1/1 [==============================] - 0s 317ms/step
66%|██████▌ | 7088/10770 [44:22<23:30, 2.61it/s]
1/1 [==============================] - 0s 309ms/step
66%|██████▌ | 7089/10770 [44:23<23:24, 2.62it/s]
1/1 [==============================] - 0s 306ms/step
66%|██████▌ | 7090/10770 [44:23<23:46, 2.58it/s]
1/1 [==============================] - 0s 311ms/step
66%|██████▌ | 7091/10770 [44:24<23:54, 2.57it/s]
1/1 [==============================] - 0s 412ms/step
66%|██████▌ | 7092/10770 [44:24<25:52, 2.37it/s]
1/1 [==============================] - 0s 400ms/step
66%|██████▌ | 7093/10770 [44:25<27:06, 2.26it/s]
1/1 [==============================] - 0s 435ms/step
66%|██████▌ | 7094/10770 [44:25<28:57, 2.12it/s]
1/1 [==============================] - 0s 454ms/step
66%|██████▌ | 7095/10770 [44:26<30:43, 1.99it/s]
1/1 [==============================] - 0s 427ms/step
66%|██████▌ | 7096/10770 [44:26<31:19, 1.96it/s]
1/1 [==============================] - 0s 409ms/step
66%|██████▌ | 7097/10770 [44:27<31:32, 1.94it/s]
1/1 [==============================] - 0s 428ms/step
66%|██████▌ | 7098/10770 [44:27<31:57, 1.92it/s]
1/1 [==============================] - 0s 439ms/step
66%|██████▌ | 7099/10770 [44:28<37:00, 1.65it/s]
1/1 [==============================] - 0s 390ms/step
66%|██████▌ | 7100/10770 [44:29<34:39, 1.76it/s]
1/1 [==============================] - 0s 407ms/step
66%|██████▌ | 7101/10770 [44:29<34:24, 1.78it/s]
1/1 [==============================] - 0s 427ms/step
66%|██████▌ | 7102/10770 [44:30<38:59, 1.57it/s]
1/1 [==============================] - 0s 211ms/step
66%|██████▌ | 7103/10770 [44:30<32:25, 1.88it/s]
1/1 [==============================] - 0s 303ms/step
66%|██████▌ | 7104/10770 [44:31<29:34, 2.07it/s]
1/1 [==============================] - 0s 325ms/step
66%|██████▌ | 7105/10770 [44:31<28:05, 2.17it/s]
1/1 [==============================] - 0s 295ms/step
66%|██████▌ | 7106/10770 [44:31<26:29, 2.31it/s]
1/1 [==============================] - 0s 303ms/step
66%|██████▌ | 7107/10770 [44:32<25:19, 2.41it/s]
1/1 [==============================] - 0s 327ms/step
66%|██████▌ | 7108/10770 [44:32<25:18, 2.41it/s]
1/1 [==============================] - 0s 297ms/step
66%|██████▌ | 7109/10770 [44:33<24:33, 2.48it/s]
1/1 [==============================] - 0s 308ms/step
66%|██████▌ | 7110/10770 [44:33<24:33, 2.48it/s]
1/1 [==============================] - 0s 284ms/step
66%|██████▌ | 7111/10770 [44:33<23:41, 2.57it/s]
1/1 [==============================] - 0s 287ms/step
66%|██████▌ | 7112/10770 [44:34<23:27, 2.60it/s]
1/1 [==============================] - 0s 318ms/step
66%|██████▌ | 7113/10770 [44:34<23:35, 2.58it/s]
1/1 [==============================] - 0s 345ms/step
66%|██████▌ | 7114/10770 [44:35<24:03, 2.53it/s]
1/1 [==============================] - 0s 291ms/step
66%|██████▌ | 7115/10770 [44:35<23:39, 2.57it/s]
1/1 [==============================] - 0s 315ms/step
66%|██████▌ | 7116/10770 [44:35<23:44, 2.57it/s]
1/1 [==============================] - 0s 300ms/step
66%|██████▌ | 7117/10770 [44:36<23:20, 2.61it/s]
1/1 [==============================] - 0s 311ms/step
66%|██████▌ | 7118/10770 [44:36<23:20, 2.61it/s]
1/1 [==============================] - 0s 300ms/step
66%|██████▌ | 7119/10770 [44:36<23:24, 2.60it/s]
1/1 [==============================] - 0s 300ms/step
66%|██████▌ | 7120/10770 [44:37<23:16, 2.61it/s]
1/1 [==============================] - 0s 320ms/step
66%|██████▌ | 7121/10770 [44:37<23:27, 2.59it/s]
1/1 [==============================] - 0s 294ms/step
66%|██████▌ | 7122/10770 [44:38<23:10, 2.62it/s]
1/1 [==============================] - 0s 307ms/step
66%|██████▌ | 7123/10770 [44:38<23:20, 2.60it/s]
1/1 [==============================] - 0s 327ms/step
66%|██████▌ | 7124/10770 [44:38<23:37, 2.57it/s]
1/1 [==============================] - 0s 301ms/step
66%|██████▌ | 7125/10770 [44:39<23:15, 2.61it/s]
1/1 [==============================] - 0s 316ms/step
66%|██████▌ | 7126/10770 [44:39<23:16, 2.61it/s]
1/1 [==============================] - 0s 319ms/step
66%|██████▌ | 7127/10770 [44:40<23:24, 2.59it/s]
1/1 [==============================] - 0s 307ms/step
66%|██████▌ | 7128/10770 [44:40<23:09, 2.62it/s]
1/1 [==============================] - 0s 429ms/step
66%|██████▌ | 7129/10770 [44:41<29:26, 2.06it/s]
1/1 [==============================] - 0s 386ms/step
66%|██████▌ | 7130/10770 [44:41<34:07, 1.78it/s]
1/1 [==============================] - 0s 347ms/step
66%|██████▌ | 7131/10770 [44:42<31:59, 1.90it/s]
1/1 [==============================] - 0s 444ms/step
66%|██████▌ | 7132/10770 [44:42<32:50, 1.85it/s]
1/1 [==============================] - 0s 448ms/step
66%|██████▌ | 7133/10770 [44:43<33:27, 1.81it/s]
1/1 [==============================] - 0s 385ms/step
66%|██████▌ | 7134/10770 [44:43<31:58, 1.90it/s]
1/1 [==============================] - 0s 428ms/step
66%|██████▌ | 7135/10770 [44:44<31:31, 1.92it/s]
1/1 [==============================] - 0s 439ms/step
66%|██████▋ | 7136/10770 [44:44<32:00, 1.89it/s]
1/1 [==============================] - 0s 406ms/step
66%|██████▋ | 7137/10770 [44:45<31:30, 1.92it/s]
1/1 [==============================] - 0s 419ms/step
66%|██████▋ | 7138/10770 [44:46<36:04, 1.68it/s]
1/1 [==============================] - 0s 228ms/step
66%|██████▋ | 7139/10770 [44:46<30:37, 1.98it/s]
1/1 [==============================] - 0s 292ms/step
66%|██████▋ | 7140/10770 [44:46<28:04, 2.15it/s]
1/1 [==============================] - 0s 313ms/step
66%|██████▋ | 7141/10770 [44:47<26:33, 2.28it/s]
1/1 [==============================] - 0s 318ms/step
66%|██████▋ | 7142/10770 [44:47<25:35, 2.36it/s]
1/1 [==============================] - 0s 320ms/step
66%|██████▋ | 7143/10770 [44:48<24:59, 2.42it/s]
1/1 [==============================] - 0s 329ms/step
66%|██████▋ | 7144/10770 [44:48<24:52, 2.43it/s]
1/1 [==============================] - 0s 305ms/step
66%|██████▋ | 7145/10770 [44:48<24:27, 2.47it/s]
1/1 [==============================] - 0s 303ms/step
66%|██████▋ | 7146/10770 [44:49<24:17, 2.49it/s]
1/1 [==============================] - 0s 300ms/step
66%|██████▋ | 7147/10770 [44:49<24:10, 2.50it/s]
1/1 [==============================] - 0s 318ms/step
66%|██████▋ | 7148/10770 [44:50<23:54, 2.52it/s]
1/1 [==============================] - 0s 306ms/step
66%|██████▋ | 7149/10770 [44:50<23:34, 2.56it/s]
1/1 [==============================] - 0s 312ms/step
66%|██████▋ | 7150/10770 [44:50<23:31, 2.56it/s]
1/1 [==============================] - 0s 330ms/step
66%|██████▋ | 7151/10770 [44:51<23:44, 2.54it/s]
1/1 [==============================] - 0s 321ms/step
66%|██████▋ | 7152/10770 [44:51<23:52, 2.53it/s]
1/1 [==============================] - 0s 296ms/step
66%|██████▋ | 7153/10770 [44:51<23:37, 2.55it/s]
1/1 [==============================] - 0s 299ms/step
66%|██████▋ | 7154/10770 [44:52<23:27, 2.57it/s]
1/1 [==============================] - 0s 318ms/step
66%|██████▋ | 7155/10770 [44:52<23:28, 2.57it/s]
1/1 [==============================] - 0s 308ms/step
66%|██████▋ | 7156/10770 [44:53<23:33, 2.56it/s]
1/1 [==============================] - 0s 315ms/step
66%|██████▋ | 7157/10770 [44:53<23:39, 2.55it/s]
1/1 [==============================] - 0s 293ms/step
66%|██████▋ | 7158/10770 [44:53<23:37, 2.55it/s]
1/1 [==============================] - 0s 303ms/step
66%|██████▋ | 7159/10770 [44:54<23:24, 2.57it/s]
1/1 [==============================] - 0s 314ms/step
66%|██████▋ | 7160/10770 [44:54<23:20, 2.58it/s]
1/1 [==============================] - 0s 305ms/step
66%|██████▋ | 7161/10770 [44:55<23:12, 2.59it/s]
1/1 [==============================] - 0s 303ms/step
66%|██████▋ | 7162/10770 [44:55<22:55, 2.62it/s]
1/1 [==============================] - 0s 310ms/step
67%|██████▋ | 7163/10770 [44:55<23:00, 2.61it/s]
1/1 [==============================] - 0s 303ms/step
67%|██████▋ | 7164/10770 [44:56<22:49, 2.63it/s]
1/1 [==============================] - 0s 406ms/step
67%|██████▋ | 7165/10770 [44:56<25:22, 2.37it/s]
1/1 [==============================] - 0s 440ms/step
67%|██████▋ | 7166/10770 [44:57<27:52, 2.15it/s]
1/1 [==============================] - 0s 380ms/step
67%|██████▋ | 7167/10770 [44:57<28:03, 2.14it/s]
1/1 [==============================] - 0s 429ms/step
67%|██████▋ | 7168/10770 [44:58<29:25, 2.04it/s]
1/1 [==============================] - 0s 378ms/step
67%|██████▋ | 7169/10770 [44:59<33:26, 1.79it/s]
1/1 [==============================] - 0s 362ms/step
67%|██████▋ | 7170/10770 [44:59<31:33, 1.90it/s]
1/1 [==============================] - 0s 444ms/step
67%|██████▋ | 7171/10770 [45:00<35:42, 1.68it/s]
1/1 [==============================] - 0s 396ms/step
67%|██████▋ | 7172/10770 [45:00<33:34, 1.79it/s]
1/1 [==============================] - 0s 385ms/step
67%|██████▋ | 7173/10770 [45:01<37:10, 1.61it/s]
1/1 [==============================] - 0s 363ms/step
67%|██████▋ | 7174/10770 [45:02<39:23, 1.52it/s]
1/1 [==============================] - 0s 216ms/step
67%|██████▋ | 7175/10770 [45:02<32:42, 1.83it/s]
1/1 [==============================] - 0s 306ms/step
67%|██████▋ | 7176/10770 [45:02<29:49, 2.01it/s]
1/1 [==============================] - 0s 318ms/step
67%|██████▋ | 7177/10770 [45:03<27:54, 2.15it/s]
1/1 [==============================] - 0s 285ms/step
67%|██████▋ | 7178/10770 [45:03<26:36, 2.25it/s]
1/1 [==============================] - 0s 298ms/step
67%|██████▋ | 7179/10770 [45:04<25:19, 2.36it/s]
1/1 [==============================] - 0s 337ms/step
67%|██████▋ | 7180/10770 [45:04<25:07, 2.38it/s]
1/1 [==============================] - 0s 310ms/step
67%|██████▋ | 7181/10770 [45:04<24:21, 2.46it/s]
1/1 [==============================] - 0s 346ms/step
67%|██████▋ | 7182/10770 [45:05<24:28, 2.44it/s]
1/1 [==============================] - 0s 312ms/step
67%|██████▋ | 7183/10770 [45:05<24:18, 2.46it/s]
1/1 [==============================] - 0s 304ms/step
67%|██████▋ | 7184/10770 [45:06<23:45, 2.51it/s]
1/1 [==============================] - 0s 336ms/step
67%|██████▋ | 7185/10770 [45:06<23:49, 2.51it/s]
1/1 [==============================] - 0s 310ms/step
67%|██████▋ | 7186/10770 [45:06<23:29, 2.54it/s]
1/1 [==============================] - 0s 291ms/step
67%|██████▋ | 7187/10770 [45:07<23:09, 2.58it/s]
1/1 [==============================] - 0s 341ms/step
67%|██████▋ | 7188/10770 [45:07<23:26, 2.55it/s]
1/1 [==============================] - 0s 300ms/step
67%|██████▋ | 7189/10770 [45:07<23:22, 2.55it/s]
1/1 [==============================] - 0s 319ms/step
67%|██████▋ | 7190/10770 [45:08<23:23, 2.55it/s]
1/1 [==============================] - 0s 321ms/step
67%|██████▋ | 7191/10770 [45:08<23:28, 2.54it/s]
1/1 [==============================] - 0s 302ms/step
67%|██████▋ | 7192/10770 [45:09<23:12, 2.57it/s]
1/1 [==============================] - 0s 303ms/step
67%|██████▋ | 7193/10770 [45:09<23:09, 2.57it/s]
1/1 [==============================] - 0s 316ms/step
67%|██████▋ | 7194/10770 [45:09<23:17, 2.56it/s]
1/1 [==============================] - 0s 308ms/step
67%|██████▋ | 7195/10770 [45:10<23:05, 2.58it/s]
1/1 [==============================] - 0s 312ms/step
67%|██████▋ | 7196/10770 [45:10<23:15, 2.56it/s]
1/1 [==============================] - 0s 294ms/step
67%|██████▋ | 7197/10770 [45:11<22:45, 2.62it/s]
1/1 [==============================] - 0s 297ms/step
67%|██████▋ | 7198/10770 [45:11<22:41, 2.62it/s]
1/1 [==============================] - 0s 314ms/step
67%|██████▋ | 7199/10770 [45:11<22:40, 2.63it/s]
1/1 [==============================] - 0s 399ms/step
67%|██████▋ | 7200/10770 [45:12<24:27, 2.43it/s]
1/1 [==============================] - 0s 423ms/step
67%|██████▋ | 7201/10770 [45:12<26:31, 2.24it/s]
1/1 [==============================] - 0s 437ms/step
67%|██████▋ | 7202/10770 [45:13<28:11, 2.11it/s]
1/1 [==============================] - 0s 369ms/step
67%|██████▋ | 7203/10770 [45:13<27:31, 2.16it/s]
1/1 [==============================] - 0s 421ms/step
67%|██████▋ | 7204/10770 [45:14<28:27, 2.09it/s]
1/1 [==============================] - 0s 408ms/step
67%|██████▋ | 7205/10770 [45:14<29:05, 2.04it/s]
1/1 [==============================] - 0s 400ms/step
67%|██████▋ | 7206/10770 [45:15<29:41, 2.00it/s]
1/1 [==============================] - 0s 375ms/step
67%|██████▋ | 7207/10770 [45:15<29:08, 2.04it/s]
1/1 [==============================] - 0s 370ms/step
67%|██████▋ | 7208/10770 [45:16<33:35, 1.77it/s]
1/1 [==============================] - 0s 421ms/step
67%|██████▋ | 7209/10770 [45:17<32:30, 1.83it/s]
1/1 [==============================] - 0s 395ms/step
67%|██████▋ | 7210/10770 [45:17<31:54, 1.86it/s]
1/1 [==============================] - 0s 409ms/step
67%|██████▋ | 7211/10770 [45:18<36:27, 1.63it/s]
1/1 [==============================] - 0s 321ms/step
67%|██████▋ | 7212/10770 [45:18<32:53, 1.80it/s]
1/1 [==============================] - 0s 310ms/step
67%|██████▋ | 7213/10770 [45:19<29:44, 1.99it/s]
1/1 [==============================] - 0s 300ms/step
67%|██████▋ | 7214/10770 [45:19<27:56, 2.12it/s]
1/1 [==============================] - 0s 316ms/step
67%|██████▋ | 7215/10770 [45:19<26:34, 2.23it/s]
1/1 [==============================] - 0s 308ms/step
67%|██████▋ | 7216/10770 [45:20<25:26, 2.33it/s]
1/1 [==============================] - 0s 304ms/step
67%|██████▋ | 7217/10770 [45:20<24:30, 2.42it/s]
1/1 [==============================] - 0s 306ms/step
67%|██████▋ | 7218/10770 [45:21<23:51, 2.48it/s]
1/1 [==============================] - 0s 326ms/step
67%|██████▋ | 7219/10770 [45:21<23:41, 2.50it/s]
1/1 [==============================] - 0s 306ms/step
67%|██████▋ | 7220/10770 [45:21<23:17, 2.54it/s]
1/1 [==============================] - 0s 301ms/step
67%|██████▋ | 7221/10770 [45:22<22:56, 2.58it/s]
1/1 [==============================] - 0s 319ms/step
67%|██████▋ | 7222/10770 [45:22<23:08, 2.56it/s]
1/1 [==============================] - 0s 305ms/step
67%|██████▋ | 7223/10770 [45:23<22:58, 2.57it/s]
1/1 [==============================] - 0s 305ms/step
67%|██████▋ | 7224/10770 [45:23<22:59, 2.57it/s]
1/1 [==============================] - 0s 292ms/step
67%|██████▋ | 7225/10770 [45:23<23:08, 2.55it/s]
1/1 [==============================] - 0s 296ms/step
67%|██████▋ | 7226/10770 [45:24<22:42, 2.60it/s]
1/1 [==============================] - 0s 327ms/step
67%|██████▋ | 7227/10770 [45:24<23:01, 2.56it/s]
1/1 [==============================] - 0s 309ms/step
67%|██████▋ | 7228/10770 [45:25<23:03, 2.56it/s]
1/1 [==============================] - 0s 308ms/step
67%|██████▋ | 7229/10770 [45:25<22:43, 2.60it/s]
1/1 [==============================] - 0s 318ms/step
67%|██████▋ | 7230/10770 [45:25<22:49, 2.59it/s]
1/1 [==============================] - 0s 299ms/step
67%|██████▋ | 7231/10770 [45:26<22:33, 2.61it/s]
1/1 [==============================] - 0s 297ms/step
67%|██████▋ | 7232/10770 [45:26<22:33, 2.61it/s]
1/1 [==============================] - 0s 316ms/step
67%|██████▋ | 7233/10770 [45:26<22:53, 2.58it/s]
1/1 [==============================] - 0s 310ms/step
67%|██████▋ | 7234/10770 [45:27<22:48, 2.58it/s]
1/1 [==============================] - 0s 284ms/step
67%|██████▋ | 7235/10770 [45:27<22:30, 2.62it/s]
1/1 [==============================] - 0s 319ms/step
67%|██████▋ | 7236/10770 [45:28<22:46, 2.59it/s]
1/1 [==============================] - 0s 304ms/step
67%|██████▋ | 7237/10770 [45:28<22:37, 2.60it/s]
1/1 [==============================] - 0s 394ms/step
67%|██████▋ | 7238/10770 [45:28<23:58, 2.46it/s]
1/1 [==============================] - 0s 423ms/step
67%|██████▋ | 7239/10770 [45:29<25:58, 2.27it/s]
1/1 [==============================] - 0s 388ms/step
67%|██████▋ | 7240/10770 [45:29<26:38, 2.21it/s]
1/1 [==============================] - 0s 450ms/step
67%|██████▋ | 7241/10770 [45:30<28:49, 2.04it/s]
1/1 [==============================] - 0s 405ms/step
67%|██████▋ | 7242/10770 [45:31<29:12, 2.01it/s]
1/1 [==============================] - 0s 386ms/step
67%|██████▋ | 7243/10770 [45:31<28:51, 2.04it/s]
1/1 [==============================] - 0s 455ms/step
67%|██████▋ | 7244/10770 [45:32<31:11, 1.88it/s]
1/1 [==============================] - 0s 391ms/step
67%|██████▋ | 7245/10770 [45:32<30:08, 1.95it/s]
1/1 [==============================] - 0s 423ms/step
67%|██████▋ | 7246/10770 [45:33<30:29, 1.93it/s]
1/1 [==============================] - 0s 433ms/step
67%|██████▋ | 7247/10770 [45:33<30:44, 1.91it/s]
1/1 [==============================] - 0s 403ms/step
67%|██████▋ | 7248/10770 [45:34<30:18, 1.94it/s]
1/1 [==============================] - 0s 424ms/step
67%|██████▋ | 7249/10770 [45:34<29:55, 1.96it/s]
1/1 [==============================] - 0s 365ms/step
67%|██████▋ | 7250/10770 [45:35<28:45, 2.04it/s]
1/1 [==============================] - 0s 423ms/step
67%|██████▋ | 7251/10770 [45:35<28:54, 2.03it/s]
1/1 [==============================] - 0s 416ms/step
67%|██████▋ | 7252/10770 [45:36<29:22, 2.00it/s]
1/1 [==============================] - 0s 366ms/step
67%|██████▋ | 7253/10770 [45:36<28:13, 2.08it/s]
1/1 [==============================] - 0s 370ms/step
67%|██████▋ | 7254/10770 [45:37<32:56, 1.78it/s]
1/1 [==============================] - 0s 238ms/step
67%|██████▋ | 7255/10770 [45:37<28:41, 2.04it/s]
1/1 [==============================] - 0s 323ms/step
67%|██████▋ | 7256/10770 [45:38<27:13, 2.15it/s]
1/1 [==============================] - 0s 317ms/step
67%|██████▋ | 7257/10770 [45:38<26:00, 2.25it/s]
1/1 [==============================] - 0s 316ms/step
67%|██████▋ | 7258/10770 [45:38<25:12, 2.32it/s]
1/1 [==============================] - 0s 300ms/step
67%|██████▋ | 7259/10770 [45:39<24:08, 2.42it/s]
1/1 [==============================] - 0s 312ms/step
67%|██████▋ | 7260/10770 [45:39<23:38, 2.47it/s]
1/1 [==============================] - 0s 283ms/step
67%|██████▋ | 7261/10770 [45:39<23:27, 2.49it/s]
1/1 [==============================] - 0s 320ms/step
67%|██████▋ | 7262/10770 [45:40<23:21, 2.50it/s]
1/1 [==============================] - 0s 313ms/step
67%|██████▋ | 7263/10770 [45:40<23:10, 2.52it/s]
1/1 [==============================] - 0s 302ms/step
67%|██████▋ | 7264/10770 [45:41<22:51, 2.56it/s]
1/1 [==============================] - 0s 301ms/step
67%|██████▋ | 7265/10770 [45:41<22:45, 2.57it/s]
1/1 [==============================] - 0s 316ms/step
67%|██████▋ | 7266/10770 [45:41<22:50, 2.56it/s]
1/1 [==============================] - 0s 299ms/step
67%|██████▋ | 7267/10770 [45:42<22:32, 2.59it/s]
1/1 [==============================] - 0s 310ms/step
67%|██████▋ | 7268/10770 [45:42<22:43, 2.57it/s]
1/1 [==============================] - 0s 343ms/step
67%|██████▋ | 7269/10770 [45:43<23:11, 2.52it/s]
1/1 [==============================] - 0s 314ms/step
68%|██████▊ | 7270/10770 [45:43<23:01, 2.53it/s]
1/1 [==============================] - 0s 309ms/step
68%|██████▊ | 7271/10770 [45:43<23:07, 2.52it/s]
1/1 [==============================] - 0s 307ms/step
68%|██████▊ | 7272/10770 [45:44<22:53, 2.55it/s]
1/1 [==============================] - 0s 305ms/step
68%|██████▊ | 7273/10770 [45:44<22:37, 2.58it/s]
1/1 [==============================] - 0s 324ms/step
68%|██████▊ | 7274/10770 [45:45<22:50, 2.55it/s]
1/1 [==============================] - 0s 313ms/step
68%|██████▊ | 7275/10770 [45:45<22:46, 2.56it/s]
1/1 [==============================] - 0s 300ms/step
68%|██████▊ | 7276/10770 [45:45<22:44, 2.56it/s]
1/1 [==============================] - 0s 452ms/step
68%|██████▊ | 7277/10770 [45:46<26:12, 2.22it/s]
1/1 [==============================] - 0s 366ms/step
68%|██████▊ | 7278/10770 [45:46<26:32, 2.19it/s]
1/1 [==============================] - 0s 413ms/step
68%|██████▊ | 7279/10770 [45:47<27:48, 2.09it/s]
1/1 [==============================] - 0s 452ms/step
68%|██████▊ | 7280/10770 [45:47<29:17, 1.99it/s]
1/1 [==============================] - 0s 399ms/step
68%|██████▊ | 7281/10770 [45:48<29:35, 1.96it/s]
1/1 [==============================] - 0s 414ms/step
68%|██████▊ | 7282/10770 [45:49<29:49, 1.95it/s]
1/1 [==============================] - 0s 442ms/step
68%|██████▊ | 7283/10770 [45:49<30:02, 1.93it/s]
1/1 [==============================] - 0s 422ms/step
68%|██████▊ | 7284/10770 [45:50<29:50, 1.95it/s]
1/1 [==============================] - 0s 406ms/step
68%|██████▊ | 7285/10770 [45:50<29:07, 1.99it/s]
1/1 [==============================] - 0s 355ms/step
68%|██████▊ | 7286/10770 [45:50<27:47, 2.09it/s]
1/1 [==============================] - 0s 424ms/step
68%|██████▊ | 7287/10770 [45:51<33:22, 1.74it/s]
1/1 [==============================] - 0s 418ms/step
68%|██████▊ | 7288/10770 [45:52<32:30, 1.79it/s]
1/1 [==============================] - 0s 379ms/step
68%|██████▊ | 7289/10770 [45:52<31:22, 1.85it/s]
1/1 [==============================] - 0s 349ms/step
68%|██████▊ | 7290/10770 [45:53<29:25, 1.97it/s]
1/1 [==============================] - 0s 361ms/step
68%|██████▊ | 7291/10770 [45:53<28:05, 2.06it/s]
1/1 [==============================] - 0s 333ms/step
68%|██████▊ | 7292/10770 [45:54<26:42, 2.17it/s]
1/1 [==============================] - 0s 305ms/step
68%|██████▊ | 7293/10770 [45:54<25:09, 2.30it/s]
1/1 [==============================] - 0s 328ms/step
68%|██████▊ | 7294/10770 [45:54<24:35, 2.36it/s]
1/1 [==============================] - 0s 302ms/step
68%|██████▊ | 7295/10770 [45:55<23:39, 2.45it/s]
1/1 [==============================] - 0s 318ms/step
68%|██████▊ | 7296/10770 [45:55<23:15, 2.49it/s]
1/1 [==============================] - 0s 349ms/step
68%|██████▊ | 7297/10770 [45:55<23:40, 2.45it/s]
1/1 [==============================] - 0s 304ms/step
68%|██████▊ | 7298/10770 [45:56<23:15, 2.49it/s]
1/1 [==============================] - 0s 319ms/step
68%|██████▊ | 7299/10770 [45:56<23:06, 2.50it/s]
1/1 [==============================] - 0s 287ms/step
68%|██████▊ | 7300/10770 [45:57<22:55, 2.52it/s]
1/1 [==============================] - 0s 315ms/step
68%|██████▊ | 7301/10770 [45:57<22:41, 2.55it/s]
1/1 [==============================] - 0s 334ms/step
68%|██████▊ | 7302/10770 [45:57<22:50, 2.53it/s]
1/1 [==============================] - 0s 304ms/step
68%|██████▊ | 7303/10770 [45:58<22:47, 2.54it/s]
1/1 [==============================] - 0s 283ms/step
68%|██████▊ | 7304/10770 [45:58<22:02, 2.62it/s]
1/1 [==============================] - 0s 315ms/step
68%|██████▊ | 7305/10770 [45:59<22:14, 2.60it/s]
1/1 [==============================] - 0s 306ms/step
68%|██████▊ | 7306/10770 [45:59<22:04, 2.62it/s]
1/1 [==============================] - 0s 316ms/step
68%|██████▊ | 7307/10770 [45:59<22:10, 2.60it/s]
1/1 [==============================] - 0s 321ms/step
68%|██████▊ | 7308/10770 [46:00<22:16, 2.59it/s]
1/1 [==============================] - 0s 312ms/step
68%|██████▊ | 7309/10770 [46:00<22:51, 2.52it/s]
1/1 [==============================] - 0s 318ms/step
68%|██████▊ | 7310/10770 [46:01<22:59, 2.51it/s]
1/1 [==============================] - 0s 292ms/step
68%|██████▊ | 7311/10770 [46:01<22:48, 2.53it/s]
1/1 [==============================] - 0s 311ms/step
68%|██████▊ | 7312/10770 [46:01<22:34, 2.55it/s]
1/1 [==============================] - 0s 320ms/step
68%|██████▊ | 7313/10770 [46:02<22:27, 2.56it/s]
1/1 [==============================] - 0s 361ms/step
68%|██████▊ | 7314/10770 [46:02<28:10, 2.04it/s]
1/1 [==============================] - 0s 414ms/step
68%|██████▊ | 7315/10770 [46:03<28:04, 2.05it/s]
1/1 [==============================] - 0s 411ms/step
68%|██████▊ | 7316/10770 [46:03<28:40, 2.01it/s]
1/1 [==============================] - 0s 439ms/step
68%|██████▊ | 7317/10770 [46:04<29:27, 1.95it/s]
1/1 [==============================] - 0s 430ms/step
68%|██████▊ | 7318/10770 [46:05<30:23, 1.89it/s]
1/1 [==============================] - 0s 449ms/step
68%|██████▊ | 7319/10770 [46:05<31:03, 1.85it/s]
1/1 [==============================] - 0s 414ms/step
68%|██████▊ | 7320/10770 [46:06<34:58, 1.64it/s]
1/1 [==============================] - 0s 406ms/step
68%|██████▊ | 7321/10770 [46:07<37:14, 1.54it/s]
1/1 [==============================] - 0s 392ms/step
68%|██████▊ | 7322/10770 [46:07<39:38, 1.45it/s]
1/1 [==============================] - 0s 209ms/step
68%|██████▊ | 7323/10770 [46:08<32:40, 1.76it/s]
1/1 [==============================] - 0s 330ms/step
68%|██████▊ | 7324/10770 [46:08<29:48, 1.93it/s]
1/1 [==============================] - 0s 316ms/step
68%|██████▊ | 7325/10770 [46:09<27:30, 2.09it/s]
1/1 [==============================] - 0s 305ms/step
68%|██████▊ | 7326/10770 [46:09<25:47, 2.23it/s]
1/1 [==============================] - 0s 327ms/step
68%|██████▊ | 7327/10770 [46:09<24:54, 2.30it/s]
1/1 [==============================] - 0s 302ms/step
68%|██████▊ | 7328/10770 [46:10<23:52, 2.40it/s]
1/1 [==============================] - 0s 333ms/step
68%|██████▊ | 7329/10770 [46:10<23:33, 2.43it/s]
1/1 [==============================] - 0s 309ms/step
68%|██████▊ | 7330/10770 [46:10<23:15, 2.47it/s]
1/1 [==============================] - 0s 303ms/step
68%|██████▊ | 7331/10770 [46:11<23:00, 2.49it/s]
1/1 [==============================] - 0s 338ms/step
68%|██████▊ | 7332/10770 [46:11<23:17, 2.46it/s]
1/1 [==============================] - 0s 312ms/step
68%|██████▊ | 7333/10770 [46:12<22:53, 2.50it/s]
1/1 [==============================] - 0s 330ms/step
68%|██████▊ | 7334/10770 [46:12<22:52, 2.50it/s]
1/1 [==============================] - 0s 314ms/step
68%|██████▊ | 7335/10770 [46:12<22:42, 2.52it/s]
1/1 [==============================] - 0s 308ms/step
68%|██████▊ | 7336/10770 [46:13<22:16, 2.57it/s]
1/1 [==============================] - 0s 316ms/step
68%|██████▊ | 7337/10770 [46:13<22:32, 2.54it/s]
1/1 [==============================] - 0s 305ms/step
68%|██████▊ | 7338/10770 [46:14<22:40, 2.52it/s]
1/1 [==============================] - 0s 298ms/step
68%|██████▊ | 7339/10770 [46:14<22:17, 2.56it/s]
1/1 [==============================] - 0s 322ms/step
68%|██████▊ | 7340/10770 [46:14<22:26, 2.55it/s]
1/1 [==============================] - 0s 300ms/step
68%|██████▊ | 7341/10770 [46:15<22:08, 2.58it/s]
1/1 [==============================] - 0s 290ms/step
68%|██████▊ | 7342/10770 [46:15<22:04, 2.59it/s]
1/1 [==============================] - 0s 327ms/step
68%|██████▊ | 7343/10770 [46:16<22:18, 2.56it/s]
1/1 [==============================] - 0s 306ms/step
68%|██████▊ | 7344/10770 [46:16<22:03, 2.59it/s]
1/1 [==============================] - 0s 309ms/step
68%|██████▊ | 7345/10770 [46:16<21:51, 2.61it/s]
1/1 [==============================] - 0s 311ms/step
68%|██████▊ | 7346/10770 [46:17<21:58, 2.60it/s]
1/1 [==============================] - 0s 306ms/step
68%|██████▊ | 7347/10770 [46:17<21:51, 2.61it/s]
1/1 [==============================] - 0s 371ms/step
68%|██████▊ | 7348/10770 [46:18<22:50, 2.50it/s]
1/1 [==============================] - 0s 416ms/step
68%|██████▊ | 7349/10770 [46:18<24:28, 2.33it/s]
1/1 [==============================] - 0s 420ms/step
68%|██████▊ | 7350/10770 [46:19<26:12, 2.18it/s]
1/1 [==============================] - 0s 412ms/step
68%|██████▊ | 7351/10770 [46:19<31:09, 1.83it/s]
1/1 [==============================] - 0s 379ms/step
68%|██████▊ | 7352/10770 [46:20<29:50, 1.91it/s]
1/1 [==============================] - 0s 425ms/step
68%|██████▊ | 7353/10770 [46:20<30:01, 1.90it/s]
1/1 [==============================] - 0s 399ms/step
68%|██████▊ | 7354/10770 [46:21<29:11, 1.95it/s]
1/1 [==============================] - 0s 408ms/step
68%|██████▊ | 7355/10770 [46:21<29:09, 1.95it/s]
1/1 [==============================] - 0s 420ms/step
68%|██████▊ | 7356/10770 [46:22<29:22, 1.94it/s]
1/1 [==============================] - 0s 381ms/step
68%|██████▊ | 7357/10770 [46:22<28:17, 2.01it/s]
1/1 [==============================] - 0s 429ms/step
68%|██████▊ | 7358/10770 [46:23<28:16, 2.01it/s]
1/1 [==============================] - 0s 449ms/step
68%|██████▊ | 7359/10770 [46:23<29:00, 1.96it/s]
1/1 [==============================] - 0s 427ms/step
68%|██████▊ | 7360/10770 [46:24<33:26, 1.70it/s]
1/1 [==============================] - 0s 326ms/step
68%|██████▊ | 7361/10770 [46:24<30:43, 1.85it/s]
1/1 [==============================] - 0s 304ms/step
68%|██████▊ | 7362/10770 [46:25<28:00, 2.03it/s]
1/1 [==============================] - 0s 323ms/step
68%|██████▊ | 7363/10770 [46:25<26:35, 2.14it/s]
1/1 [==============================] - 0s 319ms/step
68%|██████▊ | 7364/10770 [46:26<25:53, 2.19it/s]
1/1 [==============================] - 0s 307ms/step
68%|██████▊ | 7365/10770 [46:26<24:31, 2.31it/s]
1/1 [==============================] - 0s 309ms/step
68%|██████▊ | 7366/10770 [46:26<23:46, 2.39it/s]
1/1 [==============================] - 0s 314ms/step
68%|██████▊ | 7367/10770 [46:27<23:07, 2.45it/s]
1/1 [==============================] - 0s 329ms/step
68%|██████▊ | 7368/10770 [46:27<22:57, 2.47it/s]
1/1 [==============================] - 0s 300ms/step
68%|██████▊ | 7369/10770 [46:28<22:33, 2.51it/s]
1/1 [==============================] - 0s 314ms/step
68%|██████▊ | 7370/10770 [46:28<22:17, 2.54it/s]
1/1 [==============================] - 0s 316ms/step
68%|██████▊ | 7371/10770 [46:28<22:10, 2.55it/s]
1/1 [==============================] - 0s 305ms/step
68%|██████▊ | 7372/10770 [46:29<21:53, 2.59it/s]
1/1 [==============================] - 0s 320ms/step
68%|██████▊ | 7373/10770 [46:29<22:02, 2.57it/s]
1/1 [==============================] - 0s 310ms/step
68%|██████▊ | 7374/10770 [46:30<21:59, 2.57it/s]
1/1 [==============================] - 0s 307ms/step
68%|██████▊ | 7375/10770 [46:30<22:03, 2.57it/s]
1/1 [==============================] - 0s 298ms/step
68%|██████▊ | 7376/10770 [46:30<21:49, 2.59it/s]
1/1 [==============================] - 0s 315ms/step
68%|██████▊ | 7377/10770 [46:31<22:04, 2.56it/s]
1/1 [==============================] - 0s 314ms/step
69%|██████▊ | 7378/10770 [46:31<21:55, 2.58it/s]
1/1 [==============================] - 0s 337ms/step
69%|██████▊ | 7379/10770 [46:32<22:15, 2.54it/s]
1/1 [==============================] - 0s 313ms/step
69%|██████▊ | 7380/10770 [46:32<22:12, 2.54it/s]
1/1 [==============================] - 0s 304ms/step
69%|██████▊ | 7381/10770 [46:32<21:56, 2.57it/s]
1/1 [==============================] - 0s 313ms/step
69%|██████▊ | 7382/10770 [46:33<22:11, 2.54it/s]
1/1 [==============================] - 0s 304ms/step
69%|██████▊ | 7383/10770 [46:33<21:50, 2.58it/s]
1/1 [==============================] - 0s 304ms/step
69%|██████▊ | 7384/10770 [46:33<21:37, 2.61it/s]
1/1 [==============================] - 0s 324ms/step
69%|██████▊ | 7385/10770 [46:34<21:45, 2.59it/s]
1/1 [==============================] - 0s 339ms/step
69%|██████▊ | 7386/10770 [46:35<27:36, 2.04it/s]
1/1 [==============================] - 0s 390ms/step
69%|██████▊ | 7387/10770 [46:35<27:04, 2.08it/s]
1/1 [==============================] - 0s 392ms/step
69%|██████▊ | 7388/10770 [46:36<32:12, 1.75it/s]
1/1 [==============================] - 0s 385ms/step
69%|██████▊ | 7389/10770 [46:36<30:36, 1.84it/s]
1/1 [==============================] - 0s 444ms/step
69%|██████▊ | 7390/10770 [46:37<30:43, 1.83it/s]
1/1 [==============================] - 0s 441ms/step
69%|██████▊ | 7391/10770 [46:37<30:18, 1.86it/s]
1/1 [==============================] - 0s 428ms/step
69%|██████▊ | 7392/10770 [46:38<30:11, 1.87it/s]
1/1 [==============================] - 0s 427ms/step
69%|██████▊ | 7393/10770 [46:38<30:26, 1.85it/s]
1/1 [==============================] - 0s 394ms/step
69%|██████▊ | 7394/10770 [46:39<34:19, 1.64it/s]
1/1 [==============================] - 0s 345ms/step
69%|██████▊ | 7395/10770 [46:40<31:32, 1.78it/s]
1/1 [==============================] - 0s 330ms/step
69%|██████▊ | 7396/10770 [46:40<28:47, 1.95it/s]
1/1 [==============================] - 0s 306ms/step
69%|██████▊ | 7397/10770 [46:40<26:55, 2.09it/s]
1/1 [==============================] - 0s 312ms/step
69%|██████▊ | 7398/10770 [46:41<25:23, 2.21it/s]
1/1 [==============================] - 0s 308ms/step
69%|██████▊ | 7399/10770 [46:41<24:18, 2.31it/s]
1/1 [==============================] - 0s 301ms/step
69%|██████▊ | 7400/10770 [46:42<23:26, 2.40it/s]
1/1 [==============================] - 0s 306ms/step
69%|██████▊ | 7401/10770 [46:42<22:53, 2.45it/s]
1/1 [==============================] - 0s 318ms/step
69%|██████▊ | 7402/10770 [46:42<22:37, 2.48it/s]
1/1 [==============================] - 0s 295ms/step
69%|██████▊ | 7403/10770 [46:43<22:02, 2.55it/s]
1/1 [==============================] - 0s 304ms/step
69%|██████▊ | 7404/10770 [46:43<21:53, 2.56it/s]
1/1 [==============================] - 0s 303ms/step
69%|██████▉ | 7405/10770 [46:44<22:00, 2.55it/s]
1/1 [==============================] - 0s 319ms/step
69%|██████▉ | 7406/10770 [46:44<21:56, 2.55it/s]
1/1 [==============================] - 0s 349ms/step
69%|██████▉ | 7407/10770 [46:44<22:18, 2.51it/s]
1/1 [==============================] - 0s 305ms/step
69%|██████▉ | 7408/10770 [46:45<22:10, 2.53it/s]
1/1 [==============================] - 0s 308ms/step
69%|██████▉ | 7409/10770 [46:45<21:50, 2.56it/s]
1/1 [==============================] - 0s 329ms/step
69%|██████▉ | 7410/10770 [46:46<22:04, 2.54it/s]
1/1 [==============================] - 0s 305ms/step
69%|██████▉ | 7411/10770 [46:46<21:43, 2.58it/s]
1/1 [==============================] - 0s 317ms/step
69%|██████▉ | 7412/10770 [46:46<21:41, 2.58it/s]
1/1 [==============================] - 0s 319ms/step
69%|██████▉ | 7413/10770 [46:47<21:49, 2.56it/s]
1/1 [==============================] - 0s 302ms/step
69%|██████▉ | 7414/10770 [46:47<21:36, 2.59it/s]
1/1 [==============================] - 0s 308ms/step
69%|██████▉ | 7415/10770 [46:47<21:25, 2.61it/s]
1/1 [==============================] - 0s 313ms/step
69%|██████▉ | 7416/10770 [46:48<21:36, 2.59it/s]
1/1 [==============================] - 0s 305ms/step
69%|██████▉ | 7417/10770 [46:48<21:24, 2.61it/s]
1/1 [==============================] - 0s 328ms/step
69%|██████▉ | 7418/10770 [46:49<21:46, 2.57it/s]
1/1 [==============================] - 0s 310ms/step
69%|██████▉ | 7419/10770 [46:49<22:00, 2.54it/s]
1/1 [==============================] - 0s 319ms/step
69%|██████▉ | 7420/10770 [46:49<21:56, 2.54it/s]
1/1 [==============================] - 0s 372ms/step
69%|██████▉ | 7421/10770 [46:50<22:53, 2.44it/s]
1/1 [==============================] - 0s 412ms/step
69%|██████▉ | 7422/10770 [46:50<24:33, 2.27it/s]
1/1 [==============================] - 0s 399ms/step
69%|██████▉ | 7423/10770 [46:51<25:16, 2.21it/s]
1/1 [==============================] - 0s 353ms/step
69%|██████▉ | 7424/10770 [46:51<25:39, 2.17it/s]
1/1 [==============================] - 0s 362ms/step
69%|██████▉ | 7425/10770 [46:52<25:03, 2.22it/s]
1/1 [==============================] - 0s 356ms/step
69%|██████▉ | 7426/10770 [46:52<24:46, 2.25it/s]
1/1 [==============================] - 0s 401ms/step
69%|██████▉ | 7427/10770 [46:53<25:54, 2.15it/s]
1/1 [==============================] - 0s 434ms/step
69%|██████▉ | 7428/10770 [46:53<26:50, 2.08it/s]
1/1 [==============================] - 0s 433ms/step
69%|██████▉ | 7429/10770 [46:54<27:45, 2.01it/s]
1/1 [==============================] - 0s 417ms/step
69%|██████▉ | 7430/10770 [46:54<28:20, 1.96it/s]
1/1 [==============================] - 0s 431ms/step
69%|██████▉ | 7431/10770 [46:55<33:06, 1.68it/s]
1/1 [==============================] - 0s 423ms/step
69%|██████▉ | 7432/10770 [46:56<35:32, 1.57it/s]
1/1 [==============================] - 0s 435ms/step
69%|██████▉ | 7433/10770 [46:56<33:45, 1.65it/s]
1/1 [==============================] - 0s 383ms/step
69%|██████▉ | 7434/10770 [46:57<36:41, 1.52it/s]
1/1 [==============================] - 0s 221ms/step
69%|██████▉ | 7435/10770 [46:57<30:39, 1.81it/s]
1/1 [==============================] - 0s 291ms/step
69%|██████▉ | 7436/10770 [46:58<27:29, 2.02it/s]
1/1 [==============================] - 0s 311ms/step
69%|██████▉ | 7437/10770 [46:58<25:33, 2.17it/s]
1/1 [==============================] - 0s 319ms/step
69%|██████▉ | 7438/10770 [46:59<24:39, 2.25it/s]
1/1 [==============================] - 0s 300ms/step
69%|██████▉ | 7439/10770 [46:59<23:25, 2.37it/s]
1/1 [==============================] - 0s 306ms/step
69%|██████▉ | 7440/10770 [46:59<22:55, 2.42it/s]
1/1 [==============================] - 0s 281ms/step
69%|██████▉ | 7441/10770 [47:00<22:54, 2.42it/s]
1/1 [==============================] - 0s 297ms/step
69%|██████▉ | 7442/10770 [47:00<22:26, 2.47it/s]
1/1 [==============================] - 0s 310ms/step
69%|██████▉ | 7443/10770 [47:01<22:20, 2.48it/s]
1/1 [==============================] - 0s 311ms/step
69%|██████▉ | 7444/10770 [47:01<22:06, 2.51it/s]
1/1 [==============================] - 0s 312ms/step
69%|██████▉ | 7445/10770 [47:01<21:51, 2.54it/s]
1/1 [==============================] - 0s 354ms/step
69%|██████▉ | 7446/10770 [47:02<22:26, 2.47it/s]
1/1 [==============================] - 0s 312ms/step
69%|██████▉ | 7447/10770 [47:02<22:16, 2.49it/s]
1/1 [==============================] - 0s 308ms/step
69%|██████▉ | 7448/10770 [47:03<21:50, 2.53it/s]
1/1 [==============================] - 0s 328ms/step
69%|██████▉ | 7449/10770 [47:03<22:05, 2.51it/s]
1/1 [==============================] - 0s 296ms/step
69%|██████▉ | 7450/10770 [47:03<21:40, 2.55it/s]
1/1 [==============================] - 0s 331ms/step
69%|██████▉ | 7451/10770 [47:04<21:47, 2.54it/s]
1/1 [==============================] - 0s 309ms/step
69%|██████▉ | 7452/10770 [47:04<21:48, 2.54it/s]
1/1 [==============================] - 0s 305ms/step
69%|██████▉ | 7453/10770 [47:04<21:29, 2.57it/s]
1/1 [==============================] - 0s 329ms/step
69%|██████▉ | 7454/10770 [47:05<21:43, 2.54it/s]
1/1 [==============================] - 0s 321ms/step
69%|██████▉ | 7455/10770 [47:05<21:41, 2.55it/s]
1/1 [==============================] - 0s 305ms/step
69%|██████▉ | 7456/10770 [47:06<21:23, 2.58it/s]
1/1 [==============================] - 0s 367ms/step
69%|██████▉ | 7457/10770 [47:06<22:12, 2.49it/s]
1/1 [==============================] - 0s 320ms/step
69%|██████▉ | 7458/10770 [47:06<21:57, 2.51it/s]
1/1 [==============================] - 0s 335ms/step
69%|██████▉ | 7459/10770 [47:07<22:04, 2.50it/s]
1/1 [==============================] - 0s 404ms/step
69%|██████▉ | 7460/10770 [47:07<23:29, 2.35it/s]
1/1 [==============================] - 0s 446ms/step
69%|██████▉ | 7461/10770 [47:08<29:43, 1.86it/s]
1/1 [==============================] - 0s 372ms/step
69%|██████▉ | 7462/10770 [47:09<28:05, 1.96it/s]
1/1 [==============================] - 0s 369ms/step
69%|██████▉ | 7463/10770 [47:09<27:09, 2.03it/s]
1/1 [==============================] - 0s 381ms/step
69%|██████▉ | 7464/10770 [47:10<26:45, 2.06it/s]
1/1 [==============================] - 0s 373ms/step
69%|██████▉ | 7465/10770 [47:10<26:17, 2.09it/s]
1/1 [==============================] - 0s 480ms/step
69%|██████▉ | 7466/10770 [47:11<27:48, 1.98it/s]
1/1 [==============================] - 0s 389ms/step
69%|██████▉ | 7467/10770 [47:11<31:33, 1.74it/s]
1/1 [==============================] - 0s 369ms/step
69%|██████▉ | 7468/10770 [47:12<34:12, 1.61it/s]
1/1 [==============================] - 0s 397ms/step
69%|██████▉ | 7469/10770 [47:13<32:09, 1.71it/s]
1/1 [==============================] - 0s 389ms/step
69%|██████▉ | 7470/10770 [47:13<30:32, 1.80it/s]
1/1 [==============================] - 0s 410ms/step
69%|██████▉ | 7471/10770 [47:14<30:16, 1.82it/s]
1/1 [==============================] - 0s 307ms/step
69%|██████▉ | 7472/10770 [47:14<27:32, 2.00it/s]
1/1 [==============================] - 0s 301ms/step
69%|██████▉ | 7473/10770 [47:14<25:24, 2.16it/s]
1/1 [==============================] - 0s 331ms/step
69%|██████▉ | 7474/10770 [47:15<24:54, 2.20it/s]
1/1 [==============================] - 0s 322ms/step
69%|██████▉ | 7475/10770 [47:15<23:53, 2.30it/s]
1/1 [==============================] - 0s 348ms/step
69%|██████▉ | 7476/10770 [47:16<23:35, 2.33it/s]
1/1 [==============================] - 0s 318ms/step
69%|██████▉ | 7477/10770 [47:16<22:58, 2.39it/s]
1/1 [==============================] - 0s 321ms/step
69%|██████▉ | 7478/10770 [47:16<22:32, 2.43it/s]
1/1 [==============================] - 0s 337ms/step
69%|██████▉ | 7479/10770 [47:17<22:30, 2.44it/s]
1/1 [==============================] - 0s 324ms/step
69%|██████▉ | 7480/10770 [47:17<22:21, 2.45it/s]
1/1 [==============================] - 0s 325ms/step
69%|██████▉ | 7481/10770 [47:18<22:07, 2.48it/s]
1/1 [==============================] - 0s 322ms/step
69%|██████▉ | 7482/10770 [47:18<21:58, 2.49it/s]
1/1 [==============================] - 0s 316ms/step
69%|██████▉ | 7483/10770 [47:18<21:43, 2.52it/s]
1/1 [==============================] - 0s 328ms/step
69%|██████▉ | 7484/10770 [47:19<21:42, 2.52it/s]
1/1 [==============================] - 0s 299ms/step
69%|██████▉ | 7485/10770 [47:19<21:46, 2.51it/s]
1/1 [==============================] - 0s 302ms/step
70%|██████▉ | 7486/10770 [47:19<21:32, 2.54it/s]
1/1 [==============================] - 0s 330ms/step
70%|██████▉ | 7487/10770 [47:20<21:47, 2.51it/s]
1/1 [==============================] - 0s 309ms/step
70%|██████▉ | 7488/10770 [47:20<21:32, 2.54it/s]
1/1 [==============================] - 0s 316ms/step
70%|██████▉ | 7489/10770 [47:21<21:30, 2.54it/s]
1/1 [==============================] - 0s 312ms/step
70%|██████▉ | 7490/10770 [47:21<21:51, 2.50it/s]
1/1 [==============================] - 0s 329ms/step
70%|██████▉ | 7491/10770 [47:21<21:51, 2.50it/s]
1/1 [==============================] - 0s 326ms/step
70%|██████▉ | 7492/10770 [47:22<21:48, 2.51it/s]
1/1 [==============================] - 0s 318ms/step
70%|██████▉ | 7493/10770 [47:22<21:37, 2.53it/s]
1/1 [==============================] - 0s 312ms/step
70%|██████▉ | 7494/10770 [47:23<21:31, 2.54it/s]
1/1 [==============================] - 0s 338ms/step
70%|██████▉ | 7495/10770 [47:23<21:40, 2.52it/s]
1/1 [==============================] - 0s 373ms/step
70%|██████▉ | 7496/10770 [47:24<27:19, 2.00it/s]
1/1 [==============================] - 0s 399ms/step
70%|██████▉ | 7497/10770 [47:24<26:51, 2.03it/s]
1/1 [==============================] - 0s 432ms/step
70%|██████▉ | 7498/10770 [47:25<30:43, 1.78it/s]
1/1 [==============================] - 0s 385ms/step
70%|██████▉ | 7499/10770 [47:26<29:23, 1.85it/s]
1/1 [==============================] - 0s 372ms/step
70%|██████▉ | 7500/10770 [47:26<27:55, 1.95it/s]
1/1 [==============================] - 0s 391ms/step
70%|██████▉ | 7501/10770 [47:26<27:03, 2.01it/s]
1/1 [==============================] - 0s 436ms/step
70%|██████▉ | 7502/10770 [47:27<27:50, 1.96it/s]
1/1 [==============================] - 0s 431ms/step
70%|██████▉ | 7503/10770 [47:28<28:32, 1.91it/s]
1/1 [==============================] - 0s 414ms/step
70%|██████▉ | 7504/10770 [47:28<28:14, 1.93it/s]
1/1 [==============================] - 0s 406ms/step
70%|██████▉ | 7505/10770 [47:29<28:15, 1.93it/s]
1/1 [==============================] - 0s 411ms/step
70%|██████▉ | 7506/10770 [47:29<27:49, 1.96it/s]
1/1 [==============================] - 0s 403ms/step
70%|██████▉ | 7507/10770 [47:30<27:46, 1.96it/s]
1/1 [==============================] - 0s 356ms/step
70%|██████▉ | 7508/10770 [47:30<31:16, 1.74it/s]
1/1 [==============================] - 0s 216ms/step
70%|██████▉ | 7509/10770 [47:31<26:53, 2.02it/s]
1/1 [==============================] - 0s 310ms/step
70%|██████▉ | 7510/10770 [47:31<25:16, 2.15it/s]
1/1 [==============================] - 0s 311ms/step
70%|██████▉ | 7511/10770 [47:31<24:02, 2.26it/s]
1/1 [==============================] - 0s 327ms/step
70%|██████▉ | 7512/10770 [47:32<23:18, 2.33it/s]
1/1 [==============================] - 0s 311ms/step
70%|██████▉ | 7513/10770 [47:32<22:41, 2.39it/s]
1/1 [==============================] - 0s 325ms/step
70%|██████▉ | 7514/10770 [47:33<22:22, 2.43it/s]
1/1 [==============================] - 0s 323ms/step
70%|██████▉ | 7515/10770 [47:33<22:10, 2.45it/s]
1/1 [==============================] - 0s 297ms/step
70%|██████▉ | 7516/10770 [47:33<21:40, 2.50it/s]
1/1 [==============================] - 0s 323ms/step
70%|██████▉ | 7517/10770 [47:34<21:42, 2.50it/s]
1/1 [==============================] - 0s 291ms/step
70%|██████▉ | 7518/10770 [47:34<21:40, 2.50it/s]
1/1 [==============================] - 0s 302ms/step
70%|██████▉ | 7519/10770 [47:35<21:22, 2.53it/s]
1/1 [==============================] - 0s 340ms/step
70%|██████▉ | 7520/10770 [47:35<21:42, 2.50it/s]
1/1 [==============================] - 0s 301ms/step
70%|██████▉ | 7521/10770 [47:35<21:26, 2.53it/s]
1/1 [==============================] - 0s 341ms/step
70%|██████▉ | 7522/10770 [47:36<21:42, 2.49it/s]
1/1 [==============================] - 0s 347ms/step
70%|██████▉ | 7523/10770 [47:36<21:59, 2.46it/s]
1/1 [==============================] - 0s 309ms/step
70%|██████▉ | 7524/10770 [47:37<21:38, 2.50it/s]
1/1 [==============================] - 0s 335ms/step
70%|██████▉ | 7525/10770 [47:37<22:01, 2.46it/s]
1/1 [==============================] - 0s 311ms/step
70%|██████▉ | 7526/10770 [47:37<21:34, 2.51it/s]
1/1 [==============================] - 0s 307ms/step
70%|██████▉ | 7527/10770 [47:38<21:13, 2.55it/s]
1/1 [==============================] - 0s 330ms/step
70%|██████▉ | 7528/10770 [47:38<21:34, 2.50it/s]
1/1 [==============================] - 0s 308ms/step
70%|██████▉ | 7529/10770 [47:39<21:27, 2.52it/s]
1/1 [==============================] - 0s 337ms/step
70%|██████▉ | 7530/10770 [47:39<21:39, 2.49it/s]
1/1 [==============================] - 0s 314ms/step
70%|██████▉ | 7531/10770 [47:39<21:19, 2.53it/s]
1/1 [==============================] - 0s 362ms/step
70%|██████▉ | 7532/10770 [47:40<22:01, 2.45it/s]
1/1 [==============================] - 0s 424ms/step
70%|██████▉ | 7533/10770 [47:41<27:53, 1.93it/s]
1/1 [==============================] - 0s 361ms/step
70%|██████▉ | 7534/10770 [47:41<26:26, 2.04it/s]
1/1 [==============================] - 0s 434ms/step
70%|██████▉ | 7535/10770 [47:42<27:40, 1.95it/s]
1/1 [==============================] - 0s 396ms/step
70%|██████▉ | 7536/10770 [47:42<27:09, 1.98it/s]
1/1 [==============================] - 0s 387ms/step
70%|██████▉ | 7537/10770 [47:42<26:48, 2.01it/s]
1/1 [==============================] - 0s 406ms/step
70%|██████▉ | 7538/10770 [47:43<26:47, 2.01it/s]
1/1 [==============================] - 0s 438ms/step
70%|███████ | 7539/10770 [47:44<27:46, 1.94it/s]
1/1 [==============================] - 0s 403ms/step
70%|███████ | 7540/10770 [47:44<27:52, 1.93it/s]
1/1 [==============================] - 0s 475ms/step
70%|███████ | 7541/10770 [47:45<31:42, 1.70it/s]
1/1 [==============================] - 0s 454ms/step
70%|███████ | 7542/10770 [47:46<34:40, 1.55it/s]
1/1 [==============================] - 0s 307ms/step
70%|███████ | 7543/10770 [47:46<30:40, 1.75it/s]
1/1 [==============================] - 0s 320ms/step
70%|███████ | 7544/10770 [47:46<27:43, 1.94it/s]
1/1 [==============================] - 0s 291ms/step
70%|███████ | 7545/10770 [47:47<25:48, 2.08it/s]
1/1 [==============================] - 0s 320ms/step
70%|███████ | 7546/10770 [47:47<24:18, 2.21it/s]
1/1 [==============================] - 0s 343ms/step
70%|███████ | 7547/10770 [47:48<23:45, 2.26it/s]
1/1 [==============================] - 0s 333ms/step
70%|███████ | 7548/10770 [47:48<23:09, 2.32it/s]
1/1 [==============================] - 0s 307ms/step
70%|███████ | 7549/10770 [47:48<22:37, 2.37it/s]
1/1 [==============================] - 0s 323ms/step
70%|███████ | 7550/10770 [47:49<22:10, 2.42it/s]
1/1 [==============================] - 0s 329ms/step
70%|███████ | 7551/10770 [47:49<22:13, 2.41it/s]
1/1 [==============================] - 0s 308ms/step
70%|███████ | 7552/10770 [47:50<21:45, 2.46it/s]
1/1 [==============================] - 0s 310ms/step
70%|███████ | 7553/10770 [47:50<21:42, 2.47it/s]
1/1 [==============================] - 0s 304ms/step
70%|███████ | 7554/10770 [47:50<21:09, 2.53it/s]
1/1 [==============================] - 0s 330ms/step
70%|███████ | 7555/10770 [47:51<21:28, 2.49it/s]
1/1 [==============================] - 0s 303ms/step
70%|███████ | 7556/10770 [47:51<21:29, 2.49it/s]
1/1 [==============================] - 0s 306ms/step
70%|███████ | 7557/10770 [47:52<21:09, 2.53it/s]
1/1 [==============================] - 0s 320ms/step
70%|███████ | 7558/10770 [47:52<21:04, 2.54it/s]
1/1 [==============================] - 0s 323ms/step
70%|███████ | 7559/10770 [47:52<21:04, 2.54it/s]
1/1 [==============================] - 0s 318ms/step
70%|███████ | 7560/10770 [47:53<20:57, 2.55it/s]
1/1 [==============================] - 0s 297ms/step
70%|███████ | 7561/10770 [47:53<21:03, 2.54it/s]
1/1 [==============================] - 0s 304ms/step
70%|███████ | 7562/10770 [47:53<20:53, 2.56it/s]
1/1 [==============================] - 0s 330ms/step
70%|███████ | 7563/10770 [47:54<21:04, 2.54it/s]
1/1 [==============================] - 0s 327ms/step
70%|███████ | 7564/10770 [47:54<21:03, 2.54it/s]
1/1 [==============================] - 0s 312ms/step
70%|███████ | 7565/10770 [47:55<20:53, 2.56it/s]
1/1 [==============================] - 0s 326ms/step
70%|███████ | 7566/10770 [47:55<21:04, 2.53it/s]
1/1 [==============================] - 0s 320ms/step
70%|███████ | 7567/10770 [47:55<21:01, 2.54it/s]
1/1 [==============================] - 0s 346ms/step
70%|███████ | 7568/10770 [47:56<21:19, 2.50it/s]
1/1 [==============================] - 0s 400ms/step
70%|███████ | 7569/10770 [47:56<23:16, 2.29it/s]
1/1 [==============================] - 0s 407ms/step
70%|███████ | 7570/10770 [47:57<24:21, 2.19it/s]
1/1 [==============================] - 0s 441ms/step
70%|███████ | 7571/10770 [47:57<26:15, 2.03it/s]
1/1 [==============================] - 0s 391ms/step
70%|███████ | 7572/10770 [47:58<26:02, 2.05it/s]
1/1 [==============================] - 0s 444ms/step
70%|███████ | 7573/10770 [47:59<27:25, 1.94it/s]
1/1 [==============================] - 0s 422ms/step
70%|███████ | 7574/10770 [47:59<27:46, 1.92it/s]
1/1 [==============================] - 0s 378ms/step
70%|███████ | 7575/10770 [48:00<27:12, 1.96it/s]
1/1 [==============================] - 0s 438ms/step
70%|███████ | 7576/10770 [48:00<28:03, 1.90it/s]
1/1 [==============================] - 0s 422ms/step
70%|███████ | 7577/10770 [48:01<28:17, 1.88it/s]
1/1 [==============================] - 0s 418ms/step
70%|███████ | 7578/10770 [48:01<31:46, 1.67it/s]
1/1 [==============================] - 0s 418ms/step
70%|███████ | 7579/10770 [48:02<34:14, 1.55it/s]
1/1 [==============================] - 0s 311ms/step
70%|███████ | 7580/10770 [48:03<30:34, 1.74it/s]
1/1 [==============================] - 0s 321ms/step
70%|███████ | 7581/10770 [48:03<27:42, 1.92it/s]
1/1 [==============================] - 0s 333ms/step
70%|███████ | 7582/10770 [48:03<25:56, 2.05it/s]
1/1 [==============================] - 0s 319ms/step
70%|███████ | 7583/10770 [48:04<24:28, 2.17it/s]
1/1 [==============================] - 0s 314ms/step
70%|███████ | 7584/10770 [48:04<23:38, 2.25it/s]
1/1 [==============================] - 0s 332ms/step
70%|███████ | 7585/10770 [48:05<23:00, 2.31it/s]
1/1 [==============================] - 0s 315ms/step
70%|███████ | 7586/10770 [48:05<22:12, 2.39it/s]
1/1 [==============================] - 0s 300ms/step
70%|███████ | 7587/10770 [48:05<21:40, 2.45it/s]
1/1 [==============================] - 0s 327ms/step
70%|███████ | 7588/10770 [48:06<21:26, 2.47it/s]
1/1 [==============================] - 0s 328ms/step
70%|███████ | 7589/10770 [48:06<21:37, 2.45it/s]
1/1 [==============================] - 0s 309ms/step
70%|███████ | 7590/10770 [48:07<21:19, 2.49it/s]
1/1 [==============================] - 0s 307ms/step
70%|███████ | 7591/10770 [48:07<21:18, 2.49it/s]
1/1 [==============================] - 0s 314ms/step
70%|███████ | 7592/10770 [48:07<21:00, 2.52it/s]
1/1 [==============================] - 0s 326ms/step
71%|███████ | 7593/10770 [48:08<21:11, 2.50it/s]
1/1 [==============================] - 0s 308ms/step
71%|███████ | 7594/10770 [48:08<21:03, 2.51it/s]
1/1 [==============================] - 0s 297ms/step
71%|███████ | 7595/10770 [48:09<20:54, 2.53it/s]
1/1 [==============================] - 0s 343ms/step
71%|███████ | 7596/10770 [48:09<21:12, 2.49it/s]
1/1 [==============================] - 0s 300ms/step
71%|███████ | 7597/10770 [48:09<20:51, 2.54it/s]
1/1 [==============================] - 0s 317ms/step
71%|███████ | 7598/10770 [48:10<20:43, 2.55it/s]
1/1 [==============================] - 0s 303ms/step
71%|███████ | 7599/10770 [48:10<20:59, 2.52it/s]
1/1 [==============================] - 0s 311ms/step
71%|███████ | 7600/10770 [48:11<20:45, 2.55it/s]
1/1 [==============================] - 0s 345ms/step
71%|███████ | 7601/10770 [48:11<21:13, 2.49it/s]
1/1 [==============================] - 0s 319ms/step
71%|███████ | 7602/10770 [48:11<21:01, 2.51it/s]
1/1 [==============================] - 0s 322ms/step
71%|███████ | 7603/10770 [48:12<20:52, 2.53it/s]
1/1 [==============================] - 0s 324ms/step
71%|███████ | 7604/10770 [48:12<20:53, 2.53it/s]
1/1 [==============================] - 0s 312ms/step
71%|███████ | 7605/10770 [48:13<20:42, 2.55it/s]
1/1 [==============================] - 0s 419ms/step
71%|███████ | 7606/10770 [48:13<23:32, 2.24it/s]
1/1 [==============================] - 0s 400ms/step
71%|███████ | 7607/10770 [48:14<24:52, 2.12it/s]
1/1 [==============================] - 0s 435ms/step
71%|███████ | 7608/10770 [48:14<29:17, 1.80it/s]
1/1 [==============================] - 0s 417ms/step
71%|███████ | 7609/10770 [48:15<28:32, 1.85it/s]
1/1 [==============================] - 0s 414ms/step
71%|███████ | 7610/10770 [48:15<28:23, 1.86it/s]
1/1 [==============================] - 0s 421ms/step
71%|███████ | 7611/10770 [48:16<31:59, 1.65it/s]
1/1 [==============================] - 0s 429ms/step
71%|███████ | 7612/10770 [48:17<30:36, 1.72it/s]
1/1 [==============================] - 0s 420ms/step
71%|███████ | 7613/10770 [48:17<33:59, 1.55it/s]
1/1 [==============================] - 0s 356ms/step
71%|███████ | 7614/10770 [48:18<35:47, 1.47it/s]
1/1 [==============================] - 0s 227ms/step
71%|███████ | 7615/10770 [48:19<29:43, 1.77it/s]
1/1 [==============================] - 0s 307ms/step
71%|███████ | 7616/10770 [48:19<26:45, 1.96it/s]
1/1 [==============================] - 0s 310ms/step
71%|███████ | 7617/10770 [48:19<24:57, 2.11it/s]
1/1 [==============================] - 0s 325ms/step
71%|███████ | 7618/10770 [48:20<23:43, 2.21it/s]
1/1 [==============================] - 0s 328ms/step
71%|███████ | 7619/10770 [48:20<22:55, 2.29it/s]
1/1 [==============================] - 0s 332ms/step
71%|███████ | 7620/10770 [48:21<22:24, 2.34it/s]
1/1 [==============================] - 0s 314ms/step
71%|███████ | 7621/10770 [48:21<21:51, 2.40it/s]
1/1 [==============================] - 0s 312ms/step
71%|███████ | 7622/10770 [48:21<21:36, 2.43it/s]
1/1 [==============================] - 0s 316ms/step
71%|███████ | 7623/10770 [48:22<21:14, 2.47it/s]
1/1 [==============================] - 0s 319ms/step
71%|███████ | 7624/10770 [48:22<20:59, 2.50it/s]
1/1 [==============================] - 0s 317ms/step
71%|███████ | 7625/10770 [48:22<20:48, 2.52it/s]
1/1 [==============================] - 0s 314ms/step
71%|███████ | 7626/10770 [48:23<20:41, 2.53it/s]
1/1 [==============================] - 0s 302ms/step
71%|███████ | 7627/10770 [48:23<20:40, 2.53it/s]
1/1 [==============================] - 0s 291ms/step
71%|███████ | 7628/10770 [48:24<20:27, 2.56it/s]
1/1 [==============================] - 0s 326ms/step
71%|███████ | 7629/10770 [48:24<20:57, 2.50it/s]
1/1 [==============================] - 0s 315ms/step
71%|███████ | 7630/10770 [48:24<20:45, 2.52it/s]
1/1 [==============================] - 0s 326ms/step
71%|███████ | 7631/10770 [48:25<20:44, 2.52it/s]
1/1 [==============================] - 0s 320ms/step
71%|███████ | 7632/10770 [48:25<20:36, 2.54it/s]
1/1 [==============================] - 0s 318ms/step
71%|███████ | 7633/10770 [48:26<20:28, 2.55it/s]
1/1 [==============================] - 0s 347ms/step
71%|███████ | 7634/10770 [48:26<20:56, 2.50it/s]
1/1 [==============================] - 0s 322ms/step
71%|███████ | 7635/10770 [48:26<20:47, 2.51it/s]
1/1 [==============================] - 0s 323ms/step
71%|███████ | 7636/10770 [48:27<20:48, 2.51it/s]
1/1 [==============================] - 0s 321ms/step
71%|███████ | 7637/10770 [48:27<21:11, 2.46it/s]
1/1 [==============================] - 0s 306ms/step
71%|███████ | 7638/10770 [48:28<20:46, 2.51it/s]
1/1 [==============================] - 0s 322ms/step
71%|███████ | 7639/10770 [48:28<20:55, 2.49it/s]
1/1 [==============================] - 0s 431ms/step
71%|███████ | 7640/10770 [48:29<22:25, 2.33it/s]
1/1 [==============================] - 0s 425ms/step
71%|███████ | 7641/10770 [48:29<23:40, 2.20it/s]
1/1 [==============================] - 0s 353ms/step
71%|███████ | 7642/10770 [48:29<23:12, 2.25it/s]
1/1 [==============================] - 0s 359ms/step
71%|███████ | 7643/10770 [48:30<22:53, 2.28it/s]
1/1 [==============================] - 0s 411ms/step
71%|███████ | 7644/10770 [48:30<23:25, 2.22it/s]
1/1 [==============================] - 0s 423ms/step
71%|███████ | 7645/10770 [48:31<24:49, 2.10it/s]
1/1 [==============================] - 0s 426ms/step
71%|███████ | 7646/10770 [48:31<25:07, 2.07it/s]
1/1 [==============================] - 0s 386ms/step
71%|███████ | 7647/10770 [48:32<25:33, 2.04it/s]
1/1 [==============================] - 0s 393ms/step
71%|███████ | 7648/10770 [48:32<26:05, 1.99it/s]
1/1 [==============================] - 0s 454ms/step
71%|███████ | 7649/10770 [48:33<27:09, 1.92it/s]
1/1 [==============================] - 0s 442ms/step
71%|███████ | 7650/10770 [48:34<27:31, 1.89it/s]
1/1 [==============================] - 0s 447ms/step
71%|███████ | 7651/10770 [48:34<28:12, 1.84it/s]
1/1 [==============================] - 0s 435ms/step
71%|███████ | 7652/10770 [48:35<28:11, 1.84it/s]
1/1 [==============================] - 0s 421ms/step
71%|███████ | 7653/10770 [48:35<28:16, 1.84it/s]
1/1 [==============================] - 0s 362ms/step
71%|███████ | 7654/10770 [48:36<31:22, 1.66it/s]
1/1 [==============================] - 0s 296ms/step
71%|███████ | 7655/10770 [48:36<27:42, 1.87it/s]
1/1 [==============================] - 0s 327ms/step
71%|███████ | 7656/10770 [48:37<25:34, 2.03it/s]
1/1 [==============================] - 0s 316ms/step
71%|███████ | 7657/10770 [48:37<23:52, 2.17it/s]
1/1 [==============================] - 0s 308ms/step
71%|███████ | 7658/10770 [48:38<22:38, 2.29it/s]
1/1 [==============================] - 0s 336ms/step
71%|███████ | 7659/10770 [48:38<22:10, 2.34it/s]
1/1 [==============================] - 0s 322ms/step
71%|███████ | 7660/10770 [48:38<21:38, 2.39it/s]
1/1 [==============================] - 0s 331ms/step
71%|███████ | 7661/10770 [48:39<21:38, 2.39it/s]
1/1 [==============================] - 0s 333ms/step
71%|███████ | 7662/10770 [48:39<21:23, 2.42it/s]
1/1 [==============================] - 0s 317ms/step
71%|███████ | 7663/10770 [48:40<21:04, 2.46it/s]
1/1 [==============================] - 0s 340ms/step
71%|███████ | 7664/10770 [48:40<21:04, 2.46it/s]
1/1 [==============================] - 0s 306ms/step
71%|███████ | 7665/10770 [48:40<20:59, 2.46it/s]
1/1 [==============================] - 0s 280ms/step
71%|███████ | 7666/10770 [48:41<20:19, 2.54it/s]
1/1 [==============================] - 0s 329ms/step
71%|███████ | 7667/10770 [48:41<20:38, 2.51it/s]
1/1 [==============================] - 0s 310ms/step
71%|███████ | 7668/10770 [48:41<20:21, 2.54it/s]
1/1 [==============================] - 0s 340ms/step
71%|███████ | 7669/10770 [48:42<20:40, 2.50it/s]
1/1 [==============================] - 0s 315ms/step
71%|███████ | 7670/10770 [48:42<20:28, 2.52it/s]
1/1 [==============================] - 0s 315ms/step
71%|███████ | 7671/10770 [48:43<20:15, 2.55it/s]
1/1 [==============================] - 0s 338ms/step
71%|███████ | 7672/10770 [48:43<20:41, 2.50it/s]
1/1 [==============================] - 0s 330ms/step
71%|███████ | 7673/10770 [48:44<20:44, 2.49it/s]
1/1 [==============================] - 0s 324ms/step
71%|███████▏ | 7674/10770 [48:44<20:33, 2.51it/s]
1/1 [==============================] - 0s 333ms/step
71%|███████▏ | 7675/10770 [48:44<20:39, 2.50it/s]
1/1 [==============================] - 0s 315ms/step
71%|███████▏ | 7676/10770 [48:45<20:33, 2.51it/s]
1/1 [==============================] - 0s 345ms/step
71%|███████▏ | 7677/10770 [48:45<20:47, 2.48it/s]
1/1 [==============================] - 0s 377ms/step
71%|███████▏ | 7678/10770 [48:46<25:44, 2.00it/s]
1/1 [==============================] - 0s 431ms/step
71%|███████▏ | 7679/10770 [48:46<26:07, 1.97it/s]
1/1 [==============================] - 0s 366ms/step
71%|███████▏ | 7680/10770 [48:47<25:46, 2.00it/s]
1/1 [==============================] - 0s 410ms/step
71%|███████▏ | 7681/10770 [48:47<26:17, 1.96it/s]
1/1 [==============================] - 0s 440ms/step
71%|███████▏ | 7682/10770 [48:48<26:45, 1.92it/s]
1/1 [==============================] - 0s 434ms/step
71%|███████▏ | 7683/10770 [48:49<27:45, 1.85it/s]
1/1 [==============================] - 0s 448ms/step
71%|███████▏ | 7684/10770 [48:49<28:13, 1.82it/s]
1/1 [==============================] - 0s 496ms/step
71%|███████▏ | 7685/10770 [48:50<28:57, 1.78it/s]
1/1 [==============================] - 0s 425ms/step
71%|███████▏ | 7686/10770 [48:50<28:25, 1.81it/s]
1/1 [==============================] - 0s 415ms/step
71%|███████▏ | 7687/10770 [48:51<28:06, 1.83it/s]
1/1 [==============================] - 0s 421ms/step
71%|███████▏ | 7688/10770 [48:51<28:00, 1.83it/s]
1/1 [==============================] - 0s 425ms/step
71%|███████▏ | 7689/10770 [48:52<31:22, 1.64it/s]
1/1 [==============================] - 0s 209ms/step
71%|███████▏ | 7690/10770 [48:52<26:17, 1.95it/s]
1/1 [==============================] - 0s 343ms/step
71%|███████▏ | 7691/10770 [48:53<24:48, 2.07it/s]
1/1 [==============================] - 0s 298ms/step
71%|███████▏ | 7692/10770 [48:53<23:19, 2.20it/s]
1/1 [==============================] - 0s 319ms/step
71%|███████▏ | 7693/10770 [48:54<22:23, 2.29it/s]
1/1 [==============================] - 0s 333ms/step
71%|███████▏ | 7694/10770 [48:54<21:59, 2.33it/s]
1/1 [==============================] - 0s 326ms/step
71%|███████▏ | 7695/10770 [48:54<21:29, 2.38it/s]
1/1 [==============================] - 0s 312ms/step
71%|███████▏ | 7696/10770 [48:55<20:54, 2.45it/s]
1/1 [==============================] - 0s 338ms/step
71%|███████▏ | 7697/10770 [48:55<20:55, 2.45it/s]
1/1 [==============================] - 0s 312ms/step
71%|███████▏ | 7698/10770 [48:56<20:36, 2.48it/s]
1/1 [==============================] - 0s 339ms/step
71%|███████▏ | 7699/10770 [48:56<20:42, 2.47it/s]
1/1 [==============================] - 0s 314ms/step
71%|███████▏ | 7700/10770 [48:56<20:37, 2.48it/s]
1/1 [==============================] - 0s 306ms/step
72%|███████▏ | 7701/10770 [48:57<20:17, 2.52it/s]
1/1 [==============================] - 0s 333ms/step
72%|███████▏ | 7702/10770 [48:57<20:23, 2.51it/s]
1/1 [==============================] - 0s 314ms/step
72%|███████▏ | 7703/10770 [48:57<20:09, 2.54it/s]
1/1 [==============================] - 0s 321ms/step
72%|███████▏ | 7704/10770 [48:58<20:03, 2.55it/s]
1/1 [==============================] - 0s 314ms/step
72%|███████▏ | 7705/10770 [48:58<20:18, 2.52it/s]
1/1 [==============================] - 0s 286ms/step
72%|███████▏ | 7706/10770 [48:59<20:05, 2.54it/s]
1/1 [==============================] - 0s 351ms/step
72%|███████▏ | 7707/10770 [48:59<20:30, 2.49it/s]
1/1 [==============================] - 0s 313ms/step
72%|███████▏ | 7708/10770 [48:59<20:22, 2.50it/s]
1/1 [==============================] - 0s 307ms/step
72%|███████▏ | 7709/10770 [49:00<20:07, 2.53it/s]
1/1 [==============================] - 0s 327ms/step
72%|███████▏ | 7710/10770 [49:00<20:12, 2.52it/s]
1/1 [==============================] - 0s 310ms/step
72%|███████▏ | 7711/10770 [49:01<19:59, 2.55it/s]
1/1 [==============================] - 0s 324ms/step
72%|███████▏ | 7712/10770 [49:01<19:58, 2.55it/s]
1/1 [==============================] - 0s 341ms/step
72%|███████▏ | 7713/10770 [49:01<20:15, 2.51it/s]
1/1 [==============================] - 0s 357ms/step
72%|███████▏ | 7714/10770 [49:02<20:47, 2.45it/s]
1/1 [==============================] - 0s 451ms/step
72%|███████▏ | 7715/10770 [49:02<23:21, 2.18it/s]
1/1 [==============================] - 0s 434ms/step
72%|███████▏ | 7716/10770 [49:03<28:27, 1.79it/s]
1/1 [==============================] - 0s 403ms/step
72%|███████▏ | 7717/10770 [49:04<27:31, 1.85it/s]
1/1 [==============================] - 0s 406ms/step
72%|███████▏ | 7718/10770 [49:04<27:10, 1.87it/s]
1/1 [==============================] - 0s 424ms/step
72%|███████▏ | 7719/10770 [49:05<26:44, 1.90it/s]
1/1 [==============================] - 0s 424ms/step
72%|███████▏ | 7720/10770 [49:05<26:35, 1.91it/s]
1/1 [==============================] - 0s 425ms/step
72%|███████▏ | 7721/10770 [49:06<26:36, 1.91it/s]
1/1 [==============================] - 0s 415ms/step
72%|███████▏ | 7722/10770 [49:07<30:36, 1.66it/s]
1/1 [==============================] - 0s 410ms/step
72%|███████▏ | 7723/10770 [49:07<29:02, 1.75it/s]
1/1 [==============================] - 0s 453ms/step
72%|███████▏ | 7724/10770 [49:08<28:41, 1.77it/s]
1/1 [==============================] - 0s 406ms/step
72%|███████▏ | 7725/10770 [49:08<28:10, 1.80it/s]
1/1 [==============================] - 0s 362ms/step
72%|███████▏ | 7726/10770 [49:09<27:10, 1.87it/s]
1/1 [==============================] - 0s 307ms/step
72%|███████▏ | 7727/10770 [49:09<25:00, 2.03it/s]
1/1 [==============================] - 0s 311ms/step
72%|███████▏ | 7728/10770 [49:09<23:24, 2.17it/s]
1/1 [==============================] - 0s 341ms/step
72%|███████▏ | 7729/10770 [49:10<22:37, 2.24it/s]
1/1 [==============================] - 0s 322ms/step
72%|███████▏ | 7730/10770 [49:10<21:47, 2.33it/s]
1/1 [==============================] - 0s 307ms/step
72%|███████▏ | 7731/10770 [49:11<21:16, 2.38it/s]
1/1 [==============================] - 0s 332ms/step
72%|███████▏ | 7732/10770 [49:11<21:13, 2.38it/s]
1/1 [==============================] - 0s 316ms/step
72%|███████▏ | 7733/10770 [49:11<20:46, 2.44it/s]
1/1 [==============================] - 0s 336ms/step
72%|███████▏ | 7734/10770 [49:12<20:38, 2.45it/s]
1/1 [==============================] - 0s 308ms/step
72%|███████▏ | 7735/10770 [49:12<20:15, 2.50it/s]
1/1 [==============================] - 0s 313ms/step
72%|███████▏ | 7736/10770 [49:13<20:01, 2.52it/s]
1/1 [==============================] - 0s 337ms/step
72%|███████▏ | 7737/10770 [49:13<20:11, 2.50it/s]
1/1 [==============================] - 0s 312ms/step
72%|███████▏ | 7738/10770 [49:13<20:18, 2.49it/s]
1/1 [==============================] - 0s 314ms/step
72%|███████▏ | 7739/10770 [49:14<20:11, 2.50it/s]
1/1 [==============================] - 0s 324ms/step
72%|███████▏ | 7740/10770 [49:14<20:13, 2.50it/s]
1/1 [==============================] - 0s 316ms/step
72%|███████▏ | 7741/10770 [49:15<20:01, 2.52it/s]
1/1 [==============================] - 0s 334ms/step
72%|███████▏ | 7742/10770 [49:15<20:02, 2.52it/s]
1/1 [==============================] - 0s 318ms/step
72%|███████▏ | 7743/10770 [49:15<19:52, 2.54it/s]
1/1 [==============================] - 0s 309ms/step
72%|███████▏ | 7744/10770 [49:16<19:47, 2.55it/s]
1/1 [==============================] - 0s 331ms/step
72%|███████▏ | 7745/10770 [49:16<20:15, 2.49it/s]
1/1 [==============================] - 0s 320ms/step
72%|███████▏ | 7746/10770 [49:17<20:09, 2.50it/s]
1/1 [==============================] - 0s 345ms/step
72%|███████▏ | 7747/10770 [49:17<20:23, 2.47it/s]
1/1 [==============================] - 0s 308ms/step
72%|███████▏ | 7748/10770 [49:17<20:14, 2.49it/s]
1/1 [==============================] - 0s 309ms/step
72%|███████▏ | 7749/10770 [49:18<20:10, 2.50it/s]
1/1 [==============================] - 0s 326ms/step
72%|███████▏ | 7750/10770 [49:18<20:11, 2.49it/s]
1/1 [==============================] - 0s 425ms/step
72%|███████▏ | 7751/10770 [49:19<21:38, 2.32it/s]
1/1 [==============================] - 0s 402ms/step
72%|███████▏ | 7752/10770 [49:19<22:51, 2.20it/s]
1/1 [==============================] - 0s 356ms/step
72%|███████▏ | 7753/10770 [49:20<27:02, 1.86it/s]
1/1 [==============================] - 0s 401ms/step
72%|███████▏ | 7754/10770 [49:20<26:10, 1.92it/s]
1/1 [==============================] - 0s 382ms/step
72%|███████▏ | 7755/10770 [49:21<25:23, 1.98it/s]
1/1 [==============================] - 0s 381ms/step
72%|███████▏ | 7756/10770 [49:21<24:52, 2.02it/s]
1/1 [==============================] - 0s 436ms/step
72%|███████▏ | 7757/10770 [49:22<25:33, 1.97it/s]
1/1 [==============================] - 0s 441ms/step
72%|███████▏ | 7758/10770 [49:23<26:12, 1.92it/s]
1/1 [==============================] - 0s 429ms/step
72%|███████▏ | 7759/10770 [49:23<26:35, 1.89it/s]
1/1 [==============================] - 0s 403ms/step
72%|███████▏ | 7760/10770 [49:24<26:41, 1.88it/s]
1/1 [==============================] - 0s 411ms/step
72%|███████▏ | 7761/10770 [49:24<30:20, 1.65it/s]
1/1 [==============================] - 0s 424ms/step
72%|███████▏ | 7762/10770 [49:25<29:08, 1.72it/s]
1/1 [==============================] - 0s 358ms/step
72%|███████▏ | 7763/10770 [49:25<26:48, 1.87it/s]
1/1 [==============================] - 0s 337ms/step
72%|███████▏ | 7764/10770 [49:26<24:53, 2.01it/s]
1/1 [==============================] - 0s 330ms/step
72%|███████▏ | 7765/10770 [49:26<23:48, 2.10it/s]
1/1 [==============================] - 0s 311ms/step
72%|███████▏ | 7766/10770 [49:27<22:27, 2.23it/s]
1/1 [==============================] - 0s 336ms/step
72%|███████▏ | 7767/10770 [49:27<21:48, 2.30it/s]
1/1 [==============================] - 0s 304ms/step
72%|███████▏ | 7768/10770 [49:27<20:56, 2.39it/s]
1/1 [==============================] - 0s 317ms/step
72%|███████▏ | 7769/10770 [49:28<20:24, 2.45it/s]
1/1 [==============================] - 0s 328ms/step
72%|███████▏ | 7770/10770 [49:28<20:15, 2.47it/s]
1/1 [==============================] - 0s 320ms/step
72%|███████▏ | 7771/10770 [49:29<20:12, 2.47it/s]
1/1 [==============================] - 0s 319ms/step
72%|███████▏ | 7772/10770 [49:29<20:03, 2.49it/s]
1/1 [==============================] - 0s 317ms/step
72%|███████▏ | 7773/10770 [49:29<20:12, 2.47it/s]
1/1 [==============================] - 0s 314ms/step
72%|███████▏ | 7774/10770 [49:30<19:52, 2.51it/s]
1/1 [==============================] - 0s 321ms/step
72%|███████▏ | 7775/10770 [49:30<19:50, 2.52it/s]
1/1 [==============================] - 0s 312ms/step
72%|███████▏ | 7776/10770 [49:30<19:39, 2.54it/s]
1/1 [==============================] - 0s 312ms/step
72%|███████▏ | 7777/10770 [49:31<19:25, 2.57it/s]
1/1 [==============================] - 0s 346ms/step
72%|███████▏ | 7778/10770 [49:31<19:49, 2.52it/s]
1/1 [==============================] - 0s 311ms/step
72%|███████▏ | 7779/10770 [49:32<19:31, 2.55it/s]
1/1 [==============================] - 0s 318ms/step
72%|███████▏ | 7780/10770 [49:32<19:24, 2.57it/s]
1/1 [==============================] - 0s 336ms/step
72%|███████▏ | 7781/10770 [49:32<19:36, 2.54it/s]
1/1 [==============================] - 0s 306ms/step
72%|███████▏ | 7782/10770 [49:33<19:27, 2.56it/s]
1/1 [==============================] - 0s 339ms/step
72%|███████▏ | 7783/10770 [49:33<19:46, 2.52it/s]
1/1 [==============================] - 0s 289ms/step
72%|███████▏ | 7784/10770 [49:34<19:36, 2.54it/s]
1/1 [==============================] - 0s 324ms/step
72%|███████▏ | 7785/10770 [49:34<19:37, 2.53it/s]
1/1 [==============================] - 0s 337ms/step
72%|███████▏ | 7786/10770 [49:34<19:54, 2.50it/s]
1/1 [==============================] - 0s 350ms/step
72%|███████▏ | 7787/10770 [49:35<20:17, 2.45it/s]
1/1 [==============================] - 0s 419ms/step
72%|███████▏ | 7788/10770 [49:35<22:01, 2.26it/s]
1/1 [==============================] - 0s 362ms/step
72%|███████▏ | 7789/10770 [49:36<22:17, 2.23it/s]
1/1 [==============================] - 0s 410ms/step
72%|███████▏ | 7790/10770 [49:36<23:10, 2.14it/s]
1/1 [==============================] - 0s 406ms/step
72%|███████▏ | 7791/10770 [49:37<23:48, 2.09it/s]
1/1 [==============================] - 0s 372ms/step
72%|███████▏ | 7792/10770 [49:37<23:23, 2.12it/s]
1/1 [==============================] - 0s 466ms/step
72%|███████▏ | 7793/10770 [49:38<24:58, 1.99it/s]
1/1 [==============================] - 0s 408ms/step
72%|███████▏ | 7794/10770 [49:39<28:40, 1.73it/s]
1/1 [==============================] - 0s 387ms/step
72%|███████▏ | 7795/10770 [49:39<27:09, 1.83it/s]
1/1 [==============================] - 0s 396ms/step
72%|███████▏ | 7796/10770 [49:40<26:14, 1.89it/s]
1/1 [==============================] - 0s 400ms/step
72%|███████▏ | 7797/10770 [49:40<25:44, 1.92it/s]
1/1 [==============================] - 0s 402ms/step
72%|███████▏ | 7798/10770 [49:41<25:40, 1.93it/s]
1/1 [==============================] - 0s 386ms/step
72%|███████▏ | 7799/10770 [49:41<29:14, 1.69it/s]
1/1 [==============================] - 0s 439ms/step
72%|███████▏ | 7800/10770 [49:42<28:24, 1.74it/s]
1/1 [==============================] - 0s 355ms/step
72%|███████▏ | 7801/10770 [49:42<26:09, 1.89it/s]
1/1 [==============================] - 0s 312ms/step
72%|███████▏ | 7802/10770 [49:43<24:03, 2.06it/s]
1/1 [==============================] - 0s 322ms/step
72%|███████▏ | 7803/10770 [49:43<22:47, 2.17it/s]
1/1 [==============================] - 0s 299ms/step
72%|███████▏ | 7804/10770 [49:44<21:50, 2.26it/s]
1/1 [==============================] - 0s 333ms/step
72%|███████▏ | 7805/10770 [49:44<21:14, 2.33it/s]
1/1 [==============================] - 0s 314ms/step
72%|███████▏ | 7806/10770 [49:44<20:36, 2.40it/s]
1/1 [==============================] - 0s 312ms/step
72%|███████▏ | 7807/10770 [49:45<20:05, 2.46it/s]
1/1 [==============================] - 0s 318ms/step
72%|███████▏ | 7808/10770 [49:45<19:46, 2.50it/s]
1/1 [==============================] - 0s 320ms/step
73%|███████▎ | 7809/10770 [49:45<19:35, 2.52it/s]
1/1 [==============================] - 0s 321ms/step
73%|███████▎ | 7810/10770 [49:46<19:26, 2.54it/s]
1/1 [==============================] - 0s 328ms/step
73%|███████▎ | 7811/10770 [49:46<19:30, 2.53it/s]
1/1 [==============================] - 0s 317ms/step
73%|███████▎ | 7812/10770 [49:47<19:25, 2.54it/s]
1/1 [==============================] - 0s 315ms/step
73%|███████▎ | 7813/10770 [49:47<19:19, 2.55it/s]
1/1 [==============================] - 0s 313ms/step
73%|███████▎ | 7814/10770 [49:47<19:28, 2.53it/s]
1/1 [==============================] - 0s 320ms/step
73%|███████▎ | 7815/10770 [49:48<19:42, 2.50it/s]
1/1 [==============================] - 0s 339ms/step
73%|███████▎ | 7816/10770 [49:48<19:52, 2.48it/s]
1/1 [==============================] - 0s 318ms/step
73%|███████▎ | 7817/10770 [49:49<19:41, 2.50it/s]
1/1 [==============================] - 0s 313ms/step
73%|███████▎ | 7818/10770 [49:49<19:27, 2.53it/s]
1/1 [==============================] - 0s 324ms/step
73%|███████▎ | 7819/10770 [49:49<19:30, 2.52it/s]
1/1 [==============================] - 0s 306ms/step
73%|███████▎ | 7820/10770 [49:50<19:15, 2.55it/s]
1/1 [==============================] - 0s 308ms/step
73%|███████▎ | 7821/10770 [49:50<19:28, 2.52it/s]
1/1 [==============================] - 0s 303ms/step
73%|███████▎ | 7822/10770 [49:51<19:34, 2.51it/s]
1/1 [==============================] - 0s 324ms/step
73%|███████▎ | 7823/10770 [49:51<19:27, 2.53it/s]
1/1 [==============================] - 0s 319ms/step
73%|███████▎ | 7824/10770 [49:51<19:23, 2.53it/s]
1/1 [==============================] - 0s 314ms/step
73%|███████▎ | 7825/10770 [49:52<19:15, 2.55it/s]
1/1 [==============================] - 0s 440ms/step
73%|███████▎ | 7826/10770 [49:52<21:49, 2.25it/s]
1/1 [==============================] - 0s 395ms/step
73%|███████▎ | 7827/10770 [49:53<22:49, 2.15it/s]
1/1 [==============================] - 0s 434ms/step
73%|███████▎ | 7828/10770 [49:53<24:22, 2.01it/s]
1/1 [==============================] - 0s 409ms/step
73%|███████▎ | 7829/10770 [49:54<24:38, 1.99it/s]
1/1 [==============================] - 0s 455ms/step
73%|███████▎ | 7830/10770 [49:55<29:12, 1.68it/s]
1/1 [==============================] - 0s 367ms/step
73%|███████▎ | 7831/10770 [49:55<27:09, 1.80it/s]
1/1 [==============================] - 0s 405ms/step
73%|███████▎ | 7832/10770 [49:56<26:17, 1.86it/s]
1/1 [==============================] - 0s 417ms/step
73%|███████▎ | 7833/10770 [49:56<29:21, 1.67it/s]
1/1 [==============================] - 0s 430ms/step
73%|███████▎ | 7834/10770 [49:57<27:58, 1.75it/s]
1/1 [==============================] - 0s 426ms/step
73%|███████▎ | 7835/10770 [49:58<27:41, 1.77it/s]
1/1 [==============================] - 0s 427ms/step
73%|███████▎ | 7836/10770 [49:58<27:13, 1.80it/s]
1/1 [==============================] - 0s 333ms/step
73%|███████▎ | 7837/10770 [49:59<25:49, 1.89it/s]
1/1 [==============================] - 0s 335ms/step
73%|███████▎ | 7838/10770 [49:59<24:01, 2.03it/s]
1/1 [==============================] - 0s 314ms/step
73%|███████▎ | 7839/10770 [49:59<22:25, 2.18it/s]
1/1 [==============================] - 0s 320ms/step
73%|███████▎ | 7840/10770 [50:00<21:20, 2.29it/s]
1/1 [==============================] - 0s 345ms/step
73%|███████▎ | 7841/10770 [50:00<20:58, 2.33it/s]
1/1 [==============================] - 0s 315ms/step
73%|███████▎ | 7842/10770 [50:01<20:29, 2.38it/s]
1/1 [==============================] - 0s 318ms/step
73%|███████▎ | 7843/10770 [50:01<19:56, 2.45it/s]
1/1 [==============================] - 0s 336ms/step
73%|███████▎ | 7844/10770 [50:01<19:52, 2.45it/s]
1/1 [==============================] - 0s 320ms/step
73%|███████▎ | 7845/10770 [50:02<19:34, 2.49it/s]
1/1 [==============================] - 0s 328ms/step
73%|███████▎ | 7846/10770 [50:02<19:29, 2.50it/s]
1/1 [==============================] - 0s 327ms/step
73%|███████▎ | 7847/10770 [50:02<19:29, 2.50it/s]
1/1 [==============================] - 0s 320ms/step
73%|███████▎ | 7848/10770 [50:03<19:30, 2.50it/s]
1/1 [==============================] - 0s 355ms/step
73%|███████▎ | 7849/10770 [50:03<19:53, 2.45it/s]
1/1 [==============================] - 0s 325ms/step
73%|███████▎ | 7850/10770 [50:04<19:38, 2.48it/s]
1/1 [==============================] - 0s 325ms/step
73%|███████▎ | 7851/10770 [50:04<19:32, 2.49it/s]
1/1 [==============================] - 0s 321ms/step
73%|███████▎ | 7852/10770 [50:05<19:46, 2.46it/s]
1/1 [==============================] - 0s 313ms/step
73%|███████▎ | 7853/10770 [50:05<19:36, 2.48it/s]
1/1 [==============================] - 0s 343ms/step
73%|███████▎ | 7854/10770 [50:05<19:51, 2.45it/s]
1/1 [==============================] - 0s 311ms/step
73%|███████▎ | 7855/10770 [50:06<19:25, 2.50it/s]
1/1 [==============================] - 0s 321ms/step
73%|███████▎ | 7856/10770 [50:06<19:27, 2.50it/s]
1/1 [==============================] - 0s 335ms/step
73%|███████▎ | 7857/10770 [50:07<19:36, 2.48it/s]
1/1 [==============================] - 0s 348ms/step
73%|███████▎ | 7858/10770 [50:07<19:46, 2.45it/s]
1/1 [==============================] - 0s 323ms/step
73%|███████▎ | 7859/10770 [50:07<19:49, 2.45it/s]
1/1 [==============================] - 0s 313ms/step
73%|███████▎ | 7860/10770 [50:08<19:36, 2.47it/s]
1/1 [==============================] - 0s 325ms/step
73%|███████▎ | 7861/10770 [50:08<19:47, 2.45it/s]
1/1 [==============================] - 0s 428ms/step
73%|███████▎ | 7862/10770 [50:09<21:19, 2.27it/s]
1/1 [==============================] - 0s 432ms/step
73%|███████▎ | 7863/10770 [50:09<22:24, 2.16it/s]
1/1 [==============================] - 0s 429ms/step
73%|███████▎ | 7864/10770 [50:10<23:26, 2.07it/s]
1/1 [==============================] - 0s 460ms/step
73%|███████▎ | 7865/10770 [50:10<24:28, 1.98it/s]
1/1 [==============================] - 0s 429ms/step
73%|███████▎ | 7866/10770 [50:11<25:00, 1.94it/s]
1/1 [==============================] - 0s 476ms/step
73%|███████▎ | 7867/10770 [50:11<26:06, 1.85it/s]
1/1 [==============================] - 0s 429ms/step
73%|███████▎ | 7868/10770 [50:12<26:15, 1.84it/s]
1/1 [==============================] - 0s 420ms/step
73%|███████▎ | 7869/10770 [50:13<26:09, 1.85it/s]
1/1 [==============================] - 0s 422ms/step
73%|███████▎ | 7870/10770 [50:13<26:01, 1.86it/s]
1/1 [==============================] - 0s 403ms/step
73%|███████▎ | 7871/10770 [50:14<25:40, 1.88it/s]
1/1 [==============================] - 0s 421ms/step
73%|███████▎ | 7872/10770 [50:14<25:26, 1.90it/s]
1/1 [==============================] - 0s 381ms/step
73%|███████▎ | 7873/10770 [50:15<25:28, 1.90it/s]
1/1 [==============================] - 0s 421ms/step
73%|███████▎ | 7874/10770 [50:15<29:10, 1.65it/s]
1/1 [==============================] - 0s 296ms/step
73%|███████▎ | 7875/10770 [50:16<25:40, 1.88it/s]
1/1 [==============================] - 0s 364ms/step
73%|███████▎ | 7876/10770 [50:16<24:11, 1.99it/s]
1/1 [==============================] - 0s 327ms/step
73%|███████▎ | 7877/10770 [50:17<22:48, 2.11it/s]
1/1 [==============================] - 0s 306ms/step
73%|███████▎ | 7878/10770 [50:17<21:32, 2.24it/s]
1/1 [==============================] - 0s 339ms/step
73%|███████▎ | 7879/10770 [50:17<20:57, 2.30it/s]
1/1 [==============================] - 0s 309ms/step
73%|███████▎ | 7880/10770 [50:18<20:13, 2.38it/s]
1/1 [==============================] - 0s 323ms/step
73%|███████▎ | 7881/10770 [50:18<20:27, 2.35it/s]
1/1 [==============================] - 0s 332ms/step
73%|███████▎ | 7882/10770 [50:19<20:21, 2.36it/s]
1/1 [==============================] - 0s 310ms/step
73%|███████▎ | 7883/10770 [50:19<19:53, 2.42it/s]
1/1 [==============================] - 0s 325ms/step
73%|███████▎ | 7884/10770 [50:19<19:38, 2.45it/s]
1/1 [==============================] - 0s 311ms/step
73%|███████▎ | 7885/10770 [50:20<19:21, 2.48it/s]
1/1 [==============================] - 0s 310ms/step
73%|███████▎ | 7886/10770 [50:20<19:07, 2.51it/s]
1/1 [==============================] - 0s 341ms/step
73%|███████▎ | 7887/10770 [50:21<19:21, 2.48it/s]
1/1 [==============================] - 0s 312ms/step
73%|███████▎ | 7888/10770 [50:21<19:05, 2.52it/s]
1/1 [==============================] - 0s 312ms/step
73%|███████▎ | 7889/10770 [50:21<18:53, 2.54it/s]
1/1 [==============================] - 0s 323ms/step
73%|███████▎ | 7890/10770 [50:22<19:11, 2.50it/s]
1/1 [==============================] - 0s 296ms/step
73%|███████▎ | 7891/10770 [50:22<18:55, 2.54it/s]
1/1 [==============================] - 0s 323ms/step
73%|███████▎ | 7892/10770 [50:23<19:06, 2.51it/s]
1/1 [==============================] - 0s 318ms/step
73%|███████▎ | 7893/10770 [50:23<18:59, 2.53it/s]
1/1 [==============================] - 0s 312ms/step
73%|███████▎ | 7894/10770 [50:23<18:48, 2.55it/s]
1/1 [==============================] - 0s 333ms/step
73%|███████▎ | 7895/10770 [50:24<18:56, 2.53it/s]
1/1 [==============================] - 0s 310ms/step
73%|███████▎ | 7896/10770 [50:24<18:39, 2.57it/s]
1/1 [==============================] - 0s 322ms/step
73%|███████▎ | 7897/10770 [50:25<18:37, 2.57it/s]
1/1 [==============================] - 0s 346ms/step
73%|███████▎ | 7898/10770 [50:25<19:01, 2.52it/s]
1/1 [==============================] - 0s 395ms/step
73%|███████▎ | 7899/10770 [50:26<23:41, 2.02it/s]
1/1 [==============================] - 0s 404ms/step
73%|███████▎ | 7900/10770 [50:26<23:50, 2.01it/s]
1/1 [==============================] - 0s 359ms/step
73%|███████▎ | 7901/10770 [50:27<23:22, 2.05it/s]
1/1 [==============================] - 0s 425ms/step
73%|███████▎ | 7902/10770 [50:27<24:12, 1.98it/s]
1/1 [==============================] - 0s 434ms/step
73%|███████▎ | 7903/10770 [50:28<25:10, 1.90it/s]
1/1 [==============================] - 0s 384ms/step
73%|███████▎ | 7904/10770 [50:28<24:36, 1.94it/s]
1/1 [==============================] - 0s 436ms/step
73%|███████▎ | 7905/10770 [50:29<25:23, 1.88it/s]
1/1 [==============================] - 0s 413ms/step
73%|███████▎ | 7906/10770 [50:29<25:20, 1.88it/s]
1/1 [==============================] - 0s 403ms/step
73%|███████▎ | 7907/10770 [50:30<28:21, 1.68it/s]
1/1 [==============================] - 0s 447ms/step
73%|███████▎ | 7908/10770 [50:31<27:49, 1.71it/s]
1/1 [==============================] - 0s 412ms/step
73%|███████▎ | 7909/10770 [50:31<30:43, 1.55it/s]
1/1 [==============================] - 0s 230ms/step
73%|███████▎ | 7910/10770 [50:32<25:47, 1.85it/s]
1/1 [==============================] - 0s 331ms/step
73%|███████▎ | 7911/10770 [50:32<23:53, 1.99it/s]
1/1 [==============================] - 0s 329ms/step
73%|███████▎ | 7912/10770 [50:33<22:26, 2.12it/s]
1/1 [==============================] - 0s 313ms/step
73%|███████▎ | 7913/10770 [50:33<21:10, 2.25it/s]
1/1 [==============================] - 0s 334ms/step
73%|███████▎ | 7914/10770 [50:33<20:47, 2.29it/s]
1/1 [==============================] - 0s 313ms/step
73%|███████▎ | 7915/10770 [50:34<20:06, 2.37it/s]
1/1 [==============================] - 0s 319ms/step
74%|███████▎ | 7916/10770 [50:34<20:04, 2.37it/s]
1/1 [==============================] - 0s 303ms/step
74%|███████▎ | 7917/10770 [50:35<19:35, 2.43it/s]
1/1 [==============================] - 0s 319ms/step
74%|███████▎ | 7918/10770 [50:35<19:20, 2.46it/s]
1/1 [==============================] - 0s 334ms/step
74%|███████▎ | 7919/10770 [50:35<19:17, 2.46it/s]
1/1 [==============================] - 0s 313ms/step
74%|███████▎ | 7920/10770 [50:36<19:01, 2.50it/s]
1/1 [==============================] - 0s 318ms/step
74%|███████▎ | 7921/10770 [50:36<18:48, 2.52it/s]
1/1 [==============================] - 0s 332ms/step
74%|███████▎ | 7922/10770 [50:37<18:56, 2.51it/s]
1/1 [==============================] - 0s 321ms/step
74%|███████▎ | 7923/10770 [50:37<18:43, 2.53it/s]
1/1 [==============================] - 0s 337ms/step
74%|███████▎ | 7924/10770 [50:37<19:09, 2.48it/s]
1/1 [==============================] - 0s 295ms/step
74%|███████▎ | 7925/10770 [50:38<19:19, 2.45it/s]
1/1 [==============================] - 0s 327ms/step
74%|███████▎ | 7926/10770 [50:38<19:06, 2.48it/s]
1/1 [==============================] - 0s 334ms/step
74%|███████▎ | 7927/10770 [50:39<19:04, 2.48it/s]
1/1 [==============================] - 0s 315ms/step
74%|███████▎ | 7928/10770 [50:39<18:50, 2.51it/s]
1/1 [==============================] - 0s 313ms/step
74%|███████▎ | 7929/10770 [50:39<18:35, 2.55it/s]
1/1 [==============================] - 0s 331ms/step
74%|███████▎ | 7930/10770 [50:40<18:40, 2.53it/s]
1/1 [==============================] - 0s 327ms/step
74%|███████▎ | 7931/10770 [50:40<18:39, 2.54it/s]
1/1 [==============================] - 0s 320ms/step
74%|███████▎ | 7932/10770 [50:40<18:36, 2.54it/s]
1/1 [==============================] - 0s 335ms/step
74%|███████▎ | 7933/10770 [50:41<18:43, 2.53it/s]
1/1 [==============================] - 0s 401ms/step
74%|███████▎ | 7934/10770 [50:41<20:01, 2.36it/s]
1/1 [==============================] - 0s 427ms/step
74%|███████▎ | 7935/10770 [50:42<21:12, 2.23it/s]
1/1 [==============================] - 0s 472ms/step
74%|███████▎ | 7936/10770 [50:42<23:18, 2.03it/s]
1/1 [==============================] - 0s 463ms/step
74%|███████▎ | 7937/10770 [50:43<27:08, 1.74it/s]
1/1 [==============================] - 0s 382ms/step
74%|███████▎ | 7938/10770 [50:44<29:50, 1.58it/s]
1/1 [==============================] - 0s 390ms/step
74%|███████▎ | 7939/10770 [50:44<27:32, 1.71it/s]
1/1 [==============================] - 0s 437ms/step
74%|███████▎ | 7940/10770 [50:45<27:05, 1.74it/s]
1/1 [==============================] - 0s 422ms/step
74%|███████▎ | 7941/10770 [50:46<26:24, 1.79it/s]
1/1 [==============================] - 0s 433ms/step
74%|███████▎ | 7942/10770 [50:46<26:04, 1.81it/s]
1/1 [==============================] - 0s 423ms/step
74%|███████▍ | 7943/10770 [50:47<29:31, 1.60it/s]
1/1 [==============================] - 0s 304ms/step
74%|███████▍ | 7944/10770 [50:47<25:56, 1.82it/s]
1/1 [==============================] - 0s 317ms/step
74%|███████▍ | 7945/10770 [50:48<23:40, 1.99it/s]
1/1 [==============================] - 0s 319ms/step
74%|███████▍ | 7946/10770 [50:48<22:01, 2.14it/s]
1/1 [==============================] - 0s 325ms/step
74%|███████▍ | 7947/10770 [50:48<21:11, 2.22it/s]
1/1 [==============================] - 0s 321ms/step
74%|███████▍ | 7948/10770 [50:49<20:30, 2.29it/s]
1/1 [==============================] - 0s 331ms/step
74%|███████▍ | 7949/10770 [50:49<20:06, 2.34it/s]
1/1 [==============================] - 0s 341ms/step
74%|███████▍ | 7950/10770 [50:50<19:54, 2.36it/s]
1/1 [==============================] - 0s 332ms/step
74%|███████▍ | 7951/10770 [50:50<19:37, 2.39it/s]
1/1 [==============================] - 0s 333ms/step
74%|███████▍ | 7952/10770 [50:50<19:24, 2.42it/s]
1/1 [==============================] - 0s 307ms/step
74%|███████▍ | 7953/10770 [50:51<18:53, 2.49it/s]
1/1 [==============================] - 0s 325ms/step
74%|███████▍ | 7954/10770 [50:51<18:46, 2.50it/s]
1/1 [==============================] - 0s 322ms/step
74%|███████▍ | 7955/10770 [50:52<18:54, 2.48it/s]
1/1 [==============================] - 0s 318ms/step
74%|███████▍ | 7956/10770 [50:52<18:42, 2.51it/s]
1/1 [==============================] - 0s 338ms/step
74%|███████▍ | 7957/10770 [50:52<18:50, 2.49it/s]
1/1 [==============================] - 0s 316ms/step
74%|███████▍ | 7958/10770 [50:53<18:47, 2.49it/s]
1/1 [==============================] - 0s 312ms/step
74%|███████▍ | 7959/10770 [50:53<18:35, 2.52it/s]
1/1 [==============================] - 0s 333ms/step
74%|███████▍ | 7960/10770 [50:54<18:39, 2.51it/s]
1/1 [==============================] - 0s 308ms/step
74%|███████▍ | 7961/10770 [50:54<18:26, 2.54it/s]
1/1 [==============================] - 0s 314ms/step
74%|███████▍ | 7962/10770 [50:54<18:20, 2.55it/s]
1/1 [==============================] - 0s 310ms/step
74%|███████▍ | 7963/10770 [50:55<18:59, 2.46it/s]
1/1 [==============================] - 0s 314ms/step
74%|███████▍ | 7964/10770 [50:55<18:40, 2.50it/s]
1/1 [==============================] - 0s 330ms/step
74%|███████▍ | 7965/10770 [50:56<18:45, 2.49it/s]
1/1 [==============================] - 0s 318ms/step
74%|███████▍ | 7966/10770 [50:56<18:31, 2.52it/s]
1/1 [==============================] - 0s 338ms/step
74%|███████▍ | 7967/10770 [50:56<18:41, 2.50it/s]
1/1 [==============================] - 0s 349ms/step
74%|███████▍ | 7968/10770 [50:57<18:57, 2.46it/s]
1/1 [==============================] - 0s 423ms/step
74%|███████▍ | 7969/10770 [50:58<24:18, 1.92it/s]
1/1 [==============================] - 0s 324ms/step
74%|███████▍ | 7970/10770 [50:58<22:57, 2.03it/s]
1/1 [==============================] - 0s 363ms/step
74%|███████▍ | 7971/10770 [50:59<22:08, 2.11it/s]
1/1 [==============================] - 0s 395ms/step
74%|███████▍ | 7972/10770 [50:59<21:55, 2.13it/s]
1/1 [==============================] - 0s 418ms/step
74%|███████▍ | 7973/10770 [50:59<22:30, 2.07it/s]
1/1 [==============================] - 0s 405ms/step
74%|███████▍ | 7974/10770 [51:00<22:49, 2.04it/s]
1/1 [==============================] - 0s 435ms/step
74%|███████▍ | 7975/10770 [51:01<23:19, 2.00it/s]
1/1 [==============================] - 0s 365ms/step
74%|███████▍ | 7976/10770 [51:01<22:29, 2.07it/s]
1/1 [==============================] - 0s 400ms/step
74%|███████▍ | 7977/10770 [51:01<22:38, 2.06it/s]
1/1 [==============================] - 0s 413ms/step
74%|███████▍ | 7978/10770 [51:02<26:48, 1.74it/s]
1/1 [==============================] - 0s 409ms/step
74%|███████▍ | 7979/10770 [51:03<25:56, 1.79it/s]
1/1 [==============================] - 0s 412ms/step
74%|███████▍ | 7980/10770 [51:03<25:56, 1.79it/s]
1/1 [==============================] - 0s 355ms/step
74%|███████▍ | 7981/10770 [51:04<28:23, 1.64it/s]
1/1 [==============================] - 0s 337ms/step
74%|███████▍ | 7982/10770 [51:04<25:35, 1.82it/s]
1/1 [==============================] - 0s 319ms/step
74%|███████▍ | 7983/10770 [51:05<23:20, 1.99it/s]
1/1 [==============================] - 0s 316ms/step
74%|███████▍ | 7984/10770 [51:05<21:55, 2.12it/s]
1/1 [==============================] - 0s 315ms/step
74%|███████▍ | 7985/10770 [51:06<21:02, 2.21it/s]
1/1 [==============================] - 0s 330ms/step
74%|███████▍ | 7986/10770 [51:06<20:15, 2.29it/s]
1/1 [==============================] - 0s 322ms/step
74%|███████▍ | 7987/10770 [51:06<19:50, 2.34it/s]
1/1 [==============================] - 0s 317ms/step
74%|███████▍ | 7988/10770 [51:07<19:24, 2.39it/s]
1/1 [==============================] - 0s 354ms/step
74%|███████▍ | 7989/10770 [51:07<19:29, 2.38it/s]
1/1 [==============================] - 0s 341ms/step
74%|███████▍ | 7990/10770 [51:08<19:26, 2.38it/s]
1/1 [==============================] - 0s 327ms/step
74%|███████▍ | 7991/10770 [51:08<19:30, 2.37it/s]
1/1 [==============================] - 0s 339ms/step
74%|███████▍ | 7992/10770 [51:09<19:22, 2.39it/s]
1/1 [==============================] - 0s 326ms/step
74%|███████▍ | 7993/10770 [51:09<18:59, 2.44it/s]
1/1 [==============================] - 0s 330ms/step
74%|███████▍ | 7994/10770 [51:09<18:47, 2.46it/s]
1/1 [==============================] - 0s 322ms/step
74%|███████▍ | 7995/10770 [51:10<18:37, 2.48it/s]
1/1 [==============================] - 0s 334ms/step
74%|███████▍ | 7996/10770 [51:10<18:44, 2.47it/s]
1/1 [==============================] - 0s 298ms/step
74%|███████▍ | 7997/10770 [51:11<18:18, 2.52it/s]
1/1 [==============================] - 0s 344ms/step
74%|███████▍ | 7998/10770 [51:11<18:33, 2.49it/s]
1/1 [==============================] - 0s 305ms/step
74%|███████▍ | 7999/10770 [51:11<18:11, 2.54it/s]
1/1 [==============================] - 0s 326ms/step
74%|███████▍ | 8000/10770 [51:12<18:20, 2.52it/s]
1/1 [==============================] - 0s 332ms/step
74%|███████▍ | 8001/10770 [51:12<22:46, 2.03it/s]
1/1 [==============================] - 0s 213ms/step
74%|███████▍ | 8002/10770 [51:13<21:40, 2.13it/s]
1/1 [==============================] - 0s 227ms/step
74%|███████▍ | 8003/10770 [51:13<19:16, 2.39it/s]
1/1 [==============================] - 0s 384ms/step
74%|███████▍ | 8004/10770 [51:14<23:29, 1.96it/s]
1/1 [==============================] - 0s 380ms/step
74%|███████▍ | 8005/10770 [51:14<22:47, 2.02it/s]
1/1 [==============================] - 0s 412ms/step
74%|███████▍ | 8006/10770 [51:15<26:34, 1.73it/s]
1/1 [==============================] - 0s 383ms/step
74%|███████▍ | 8007/10770 [51:16<25:12, 1.83it/s]
1/1 [==============================] - 1s 502ms/step
74%|███████▍ | 8008/10770 [51:16<26:09, 1.76it/s]
1/1 [==============================] - 0s 350ms/step
74%|███████▍ | 8009/10770 [51:17<28:11, 1.63it/s]
1/1 [==============================] - 0s 368ms/step
74%|███████▍ | 8010/10770 [51:17<26:08, 1.76it/s]
1/1 [==============================] - 0s 401ms/step
74%|███████▍ | 8011/10770 [51:18<25:15, 1.82it/s]
1/1 [==============================] - 0s 388ms/step
74%|███████▍ | 8012/10770 [51:18<24:12, 1.90it/s]
1/1 [==============================] - 0s 396ms/step
74%|███████▍ | 8013/10770 [51:19<24:00, 1.91it/s]
1/1 [==============================] - 0s 380ms/step
74%|███████▍ | 8014/10770 [51:20<27:31, 1.67it/s]
1/1 [==============================] - 0s 222ms/step
74%|███████▍ | 8015/10770 [51:20<23:25, 1.96it/s]
1/1 [==============================] - 0s 344ms/step
74%|███████▍ | 8016/10770 [51:20<22:04, 2.08it/s]
1/1 [==============================] - 0s 327ms/step
74%|███████▍ | 8017/10770 [51:21<20:55, 2.19it/s]
1/1 [==============================] - 0s 320ms/step
74%|███████▍ | 8018/10770 [51:21<20:09, 2.28it/s]
1/1 [==============================] - 0s 338ms/step
74%|███████▍ | 8019/10770 [51:22<19:42, 2.33it/s]
1/1 [==============================] - 0s 323ms/step
74%|███████▍ | 8020/10770 [51:22<19:19, 2.37it/s]
1/1 [==============================] - 0s 316ms/step
74%|███████▍ | 8021/10770 [51:22<18:50, 2.43it/s]
1/1 [==============================] - 0s 336ms/step
74%|███████▍ | 8022/10770 [51:23<18:57, 2.42it/s]
1/1 [==============================] - 0s 304ms/step
74%|███████▍ | 8023/10770 [51:23<18:45, 2.44it/s]
1/1 [==============================] - 0s 317ms/step
75%|███████▍ | 8024/10770 [51:24<18:54, 2.42it/s]
1/1 [==============================] - 0s 311ms/step
75%|███████▍ | 8025/10770 [51:24<18:33, 2.46it/s]
1/1 [==============================] - 0s 322ms/step
75%|███████▍ | 8026/10770 [51:24<18:21, 2.49it/s]
1/1 [==============================] - 0s 339ms/step
75%|███████▍ | 8027/10770 [51:25<18:26, 2.48it/s]
1/1 [==============================] - 0s 313ms/step
75%|███████▍ | 8028/10770 [51:25<18:26, 2.48it/s]
1/1 [==============================] - 0s 327ms/step
75%|███████▍ | 8029/10770 [51:26<18:21, 2.49it/s]
1/1 [==============================] - 0s 327ms/step
75%|███████▍ | 8030/10770 [51:26<18:33, 2.46it/s]
1/1 [==============================] - 0s 323ms/step
75%|███████▍ | 8031/10770 [51:26<18:19, 2.49it/s]
1/1 [==============================] - 0s 342ms/step
75%|███████▍ | 8032/10770 [51:27<18:27, 2.47it/s]
1/1 [==============================] - 0s 312ms/step
75%|███████▍ | 8033/10770 [51:27<18:14, 2.50it/s]
1/1 [==============================] - 0s 311ms/step
75%|███████▍ | 8034/10770 [51:28<17:58, 2.54it/s]
1/1 [==============================] - 0s 328ms/step
75%|███████▍ | 8035/10770 [51:28<18:14, 2.50it/s]
1/1 [==============================] - 0s 322ms/step
75%|███████▍ | 8036/10770 [51:28<18:07, 2.51it/s]
1/1 [==============================] - 0s 320ms/step
75%|███████▍ | 8037/10770 [51:29<18:00, 2.53it/s]
1/1 [==============================] - 0s 339ms/step
75%|███████▍ | 8038/10770 [51:29<18:10, 2.51it/s]
1/1 [==============================] - 0s 424ms/step
75%|███████▍ | 8039/10770 [51:30<19:29, 2.33it/s]
1/1 [==============================] - 0s 405ms/step
75%|███████▍ | 8040/10770 [51:30<20:17, 2.24it/s]
1/1 [==============================] - 0s 359ms/step
75%|███████▍ | 8041/10770 [51:31<24:15, 1.87it/s]
1/1 [==============================] - 0s 431ms/step
75%|███████▍ | 8042/10770 [51:31<24:00, 1.89it/s]
1/1 [==============================] - 0s 403ms/step
75%|███████▍ | 8043/10770 [51:32<23:46, 1.91it/s]
1/1 [==============================] - 0s 408ms/step
75%|███████▍ | 8044/10770 [51:32<23:27, 1.94it/s]
1/1 [==============================] - 0s 440ms/step
75%|███████▍ | 8045/10770 [51:33<24:17, 1.87it/s]
1/1 [==============================] - 0s 405ms/step
75%|███████▍ | 8046/10770 [51:34<27:01, 1.68it/s]
1/1 [==============================] - 0s 396ms/step
75%|███████▍ | 8047/10770 [51:34<25:36, 1.77it/s]
1/1 [==============================] - 0s 400ms/step
75%|███████▍ | 8048/10770 [51:35<28:45, 1.58it/s]
1/1 [==============================] - 0s 380ms/step
75%|███████▍ | 8049/10770 [51:36<30:14, 1.50it/s]
1/1 [==============================] - 0s 215ms/step
75%|███████▍ | 8050/10770 [51:36<25:01, 1.81it/s]
1/1 [==============================] - 0s 341ms/step
75%|███████▍ | 8051/10770 [51:36<23:04, 1.96it/s]
1/1 [==============================] - 0s 330ms/step
75%|███████▍ | 8052/10770 [51:37<21:39, 2.09it/s]
1/1 [==============================] - 0s 321ms/step
75%|███████▍ | 8053/10770 [51:37<20:30, 2.21it/s]
1/1 [==============================] - 0s 374ms/step
75%|███████▍ | 8054/10770 [51:38<20:28, 2.21it/s]
1/1 [==============================] - 0s 319ms/step
75%|███████▍ | 8055/10770 [51:38<19:39, 2.30it/s]
1/1 [==============================] - 0s 339ms/step
75%|███████▍ | 8056/10770 [51:39<19:19, 2.34it/s]
1/1 [==============================] - 0s 303ms/step
75%|███████▍ | 8057/10770 [51:39<19:11, 2.36it/s]
1/1 [==============================] - 0s 311ms/step
75%|███████▍ | 8058/10770 [51:39<18:41, 2.42it/s]
1/1 [==============================] - 0s 337ms/step
75%|███████▍ | 8059/10770 [51:40<18:37, 2.43it/s]
1/1 [==============================] - 0s 314ms/step
75%|███████▍ | 8060/10770 [51:40<18:20, 2.46it/s]
1/1 [==============================] - 0s 323ms/step
75%|███████▍ | 8061/10770 [51:41<18:08, 2.49it/s]
1/1 [==============================] - 0s 331ms/step
75%|███████▍ | 8062/10770 [51:41<18:17, 2.47it/s]
1/1 [==============================] - 0s 320ms/step
75%|███████▍ | 8063/10770 [51:41<18:05, 2.49it/s]
1/1 [==============================] - 0s 354ms/step
75%|███████▍ | 8064/10770 [51:42<18:29, 2.44it/s]
1/1 [==============================] - 0s 314ms/step
75%|███████▍ | 8065/10770 [51:42<18:09, 2.48it/s]
1/1 [==============================] - 0s 327ms/step
75%|███████▍ | 8066/10770 [51:43<18:01, 2.50it/s]
1/1 [==============================] - 0s 342ms/step
75%|███████▍ | 8067/10770 [51:43<18:08, 2.48it/s]
1/1 [==============================] - 0s 336ms/step
75%|███████▍ | 8068/10770 [51:43<18:18, 2.46it/s]
1/1 [==============================] - 0s 333ms/step
75%|███████▍ | 8069/10770 [51:44<18:15, 2.47it/s]
1/1 [==============================] - 0s 334ms/step
75%|███████▍ | 8070/10770 [51:44<18:19, 2.46it/s]
1/1 [==============================] - 0s 314ms/step
75%|███████▍ | 8071/10770 [51:45<18:19, 2.45it/s]
1/1 [==============================] - 0s 332ms/step
75%|███████▍ | 8072/10770 [51:45<18:17, 2.46it/s]
1/1 [==============================] - 0s 314ms/step
75%|███████▍ | 8073/10770 [51:45<18:12, 2.47it/s]
1/1 [==============================] - 0s 378ms/step
75%|███████▍ | 8074/10770 [51:46<22:34, 1.99it/s]
1/1 [==============================] - 0s 359ms/step
75%|███████▍ | 8075/10770 [51:47<21:57, 2.05it/s]
1/1 [==============================] - 0s 406ms/step
75%|███████▍ | 8076/10770 [51:47<22:02, 2.04it/s]
1/1 [==============================] - 0s 348ms/step
75%|███████▍ | 8077/10770 [51:47<21:20, 2.10it/s]
1/1 [==============================] - 0s 409ms/step
75%|███████▌ | 8078/10770 [51:48<22:07, 2.03it/s]
1/1 [==============================] - 0s 398ms/step
75%|███████▌ | 8079/10770 [51:49<22:32, 1.99it/s]
1/1 [==============================] - 0s 463ms/step
75%|███████▌ | 8080/10770 [51:49<26:18, 1.70it/s]
1/1 [==============================] - 0s 411ms/step
75%|███████▌ | 8081/10770 [51:50<24:53, 1.80it/s]
1/1 [==============================] - 0s 377ms/step
75%|███████▌ | 8082/10770 [51:50<23:51, 1.88it/s]
1/1 [==============================] - 0s 436ms/step
75%|███████▌ | 8083/10770 [51:51<24:11, 1.85it/s]
1/1 [==============================] - 0s 438ms/step
75%|███████▌ | 8084/10770 [51:52<27:12, 1.65it/s]
1/1 [==============================] - 0s 376ms/step
75%|███████▌ | 8085/10770 [51:52<25:29, 1.76it/s]
1/1 [==============================] - 0s 357ms/step
75%|███████▌ | 8086/10770 [51:53<27:40, 1.62it/s]
1/1 [==============================] - 0s 219ms/step
75%|███████▌ | 8087/10770 [51:53<23:14, 1.92it/s]
1/1 [==============================] - 0s 332ms/step
75%|███████▌ | 8088/10770 [51:54<21:36, 2.07it/s]
1/1 [==============================] - 0s 326ms/step
75%|███████▌ | 8089/10770 [51:54<20:27, 2.18it/s]
1/1 [==============================] - 0s 305ms/step
75%|███████▌ | 8090/10770 [51:54<19:41, 2.27it/s]
1/1 [==============================] - 0s 342ms/step
75%|███████▌ | 8091/10770 [51:55<19:23, 2.30it/s]
1/1 [==============================] - 0s 328ms/step
75%|███████▌ | 8092/10770 [51:55<19:02, 2.34it/s]
1/1 [==============================] - 0s 312ms/step
75%|███████▌ | 8093/10770 [51:56<18:39, 2.39it/s]
1/1 [==============================] - 0s 334ms/step
75%|███████▌ | 8094/10770 [51:56<18:31, 2.41it/s]
1/1 [==============================] - 0s 319ms/step
75%|███████▌ | 8095/10770 [51:56<18:12, 2.45it/s]
1/1 [==============================] - 0s 337ms/step
75%|███████▌ | 8096/10770 [51:57<18:09, 2.45it/s]
1/1 [==============================] - 0s 330ms/step
75%|███████▌ | 8097/10770 [51:57<17:57, 2.48it/s]
1/1 [==============================] - 0s 321ms/step
75%|███████▌ | 8098/10770 [51:58<17:48, 2.50it/s]
1/1 [==============================] - 0s 335ms/step
75%|███████▌ | 8099/10770 [51:58<17:48, 2.50it/s]
1/1 [==============================] - 0s 331ms/step
75%|███████▌ | 8100/10770 [51:58<17:56, 2.48it/s]
1/1 [==============================] - 0s 307ms/step
75%|███████▌ | 8101/10770 [51:59<17:57, 2.48it/s]
1/1 [==============================] - 0s 312ms/step
75%|███████▌ | 8102/10770 [51:59<18:07, 2.45it/s]
1/1 [==============================] - 0s 332ms/step
75%|███████▌ | 8103/10770 [52:00<18:10, 2.45it/s]
1/1 [==============================] - 0s 348ms/step
75%|███████▌ | 8104/10770 [52:00<18:18, 2.43it/s]
1/1 [==============================] - 0s 338ms/step
75%|███████▌ | 8105/10770 [52:00<18:14, 2.44it/s]
1/1 [==============================] - 0s 309ms/step
75%|███████▌ | 8106/10770 [52:01<17:55, 2.48it/s]
1/1 [==============================] - 0s 326ms/step
75%|███████▌ | 8107/10770 [52:01<18:04, 2.46it/s]
1/1 [==============================] - 0s 316ms/step
75%|███████▌ | 8108/10770 [52:02<17:57, 2.47it/s]
1/1 [==============================] - 0s 385ms/step
75%|███████▌ | 8109/10770 [52:02<18:36, 2.38it/s]
1/1 [==============================] - 0s 382ms/step
75%|███████▌ | 8110/10770 [52:03<22:59, 1.93it/s]
1/1 [==============================] - 0s 409ms/step
75%|███████▌ | 8111/10770 [52:03<22:49, 1.94it/s]
1/1 [==============================] - 0s 363ms/step
75%|███████▌ | 8112/10770 [52:04<21:59, 2.02it/s]
1/1 [==============================] - 0s 419ms/step
75%|███████▌ | 8113/10770 [52:04<21:53, 2.02it/s]
1/1 [==============================] - 0s 472ms/step
75%|███████▌ | 8114/10770 [52:05<22:46, 1.94it/s]
1/1 [==============================] - 0s 395ms/step
75%|███████▌ | 8115/10770 [52:05<22:49, 1.94it/s]
1/1 [==============================] - 0s 401ms/step
75%|███████▌ | 8116/10770 [52:06<22:29, 1.97it/s]
1/1 [==============================] - 0s 416ms/step
75%|███████▌ | 8117/10770 [52:06<22:33, 1.96it/s]
1/1 [==============================] - 0s 429ms/step
75%|███████▌ | 8118/10770 [52:07<22:52, 1.93it/s]
1/1 [==============================] - 0s 477ms/step
75%|███████▌ | 8119/10770 [52:07<23:58, 1.84it/s]
1/1 [==============================] - 0s 480ms/step
75%|███████▌ | 8120/10770 [52:08<24:44, 1.78it/s]
1/1 [==============================] - 0s 406ms/step
75%|███████▌ | 8121/10770 [52:09<27:35, 1.60it/s]
1/1 [==============================] - 0s 355ms/step
75%|███████▌ | 8122/10770 [52:10<28:48, 1.53it/s]
1/1 [==============================] - 0s 222ms/step
75%|███████▌ | 8123/10770 [52:10<24:34, 1.80it/s]
1/1 [==============================] - 0s 316ms/step
75%|███████▌ | 8124/10770 [52:10<22:23, 1.97it/s]
1/1 [==============================] - 0s 340ms/step
75%|███████▌ | 8125/10770 [52:11<21:07, 2.09it/s]
1/1 [==============================] - 0s 331ms/step
75%|███████▌ | 8126/10770 [52:11<20:14, 2.18it/s]
1/1 [==============================] - 0s 336ms/step
75%|███████▌ | 8127/10770 [52:12<19:39, 2.24it/s]
1/1 [==============================] - 0s 346ms/step
75%|███████▌ | 8128/10770 [52:12<19:15, 2.29it/s]
1/1 [==============================] - 0s 330ms/step
75%|███████▌ | 8129/10770 [52:12<18:44, 2.35it/s]
1/1 [==============================] - 0s 323ms/step
75%|███████▌ | 8130/10770 [52:13<18:17, 2.41it/s]
1/1 [==============================] - 0s 329ms/step
75%|███████▌ | 8131/10770 [52:13<18:26, 2.38it/s]
1/1 [==============================] - 0s 340ms/step
76%|███████▌ | 8132/10770 [52:14<18:23, 2.39it/s]
1/1 [==============================] - 0s 345ms/step
76%|███████▌ | 8133/10770 [52:14<18:23, 2.39it/s]
1/1 [==============================] - 0s 308ms/step
76%|███████▌ | 8134/10770 [52:14<18:08, 2.42it/s]
1/1 [==============================] - 0s 332ms/step
76%|███████▌ | 8135/10770 [52:15<18:05, 2.43it/s]
1/1 [==============================] - 0s 336ms/step
76%|███████▌ | 8136/10770 [52:15<18:06, 2.42it/s]
1/1 [==============================] - 0s 307ms/step
76%|███████▌ | 8137/10770 [52:16<17:50, 2.46it/s]
1/1 [==============================] - 0s 340ms/step
76%|███████▌ | 8138/10770 [52:16<17:57, 2.44it/s]
1/1 [==============================] - 0s 323ms/step
76%|███████▌ | 8139/10770 [52:16<17:43, 2.47it/s]
1/1 [==============================] - 0s 327ms/step
76%|███████▌ | 8140/10770 [52:17<17:41, 2.48it/s]
1/1 [==============================] - 0s 312ms/step
76%|███████▌ | 8141/10770 [52:17<17:41, 2.48it/s]
1/1 [==============================] - 0s 323ms/step
76%|███████▌ | 8142/10770 [52:18<17:35, 2.49it/s]
1/1 [==============================] - 0s 338ms/step
76%|███████▌ | 8143/10770 [52:18<21:50, 2.00it/s]
1/1 [==============================] - 0s 232ms/step
76%|███████▌ | 8144/10770 [52:19<20:32, 2.13it/s]
1/1 [==============================] - 0s 418ms/step
76%|███████▌ | 8145/10770 [52:19<21:27, 2.04it/s]
1/1 [==============================] - 0s 477ms/step
76%|███████▌ | 8146/10770 [52:20<23:02, 1.90it/s]
1/1 [==============================] - 0s 416ms/step
76%|███████▌ | 8147/10770 [52:21<26:01, 1.68it/s]
1/1 [==============================] - 0s 411ms/step
76%|███████▌ | 8148/10770 [52:21<28:07, 1.55it/s]
1/1 [==============================] - 0s 357ms/step
76%|███████▌ | 8149/10770 [52:22<29:13, 1.49it/s]
1/1 [==============================] - 0s 388ms/step
76%|███████▌ | 8150/10770 [52:23<26:51, 1.63it/s]
1/1 [==============================] - 0s 423ms/step
76%|███████▌ | 8151/10770 [52:23<25:18, 1.72it/s]
1/1 [==============================] - 0s 391ms/step
76%|███████▌ | 8152/10770 [52:24<28:12, 1.55it/s]
1/1 [==============================] - 0s 258ms/step
76%|███████▌ | 8153/10770 [52:24<24:20, 1.79it/s]
1/1 [==============================] - 0s 329ms/step
76%|███████▌ | 8154/10770 [52:25<22:24, 1.95it/s]
1/1 [==============================] - 0s 335ms/step
76%|███████▌ | 8155/10770 [52:25<20:57, 2.08it/s]
1/1 [==============================] - 0s 315ms/step
76%|███████▌ | 8156/10770 [52:26<19:52, 2.19it/s]
1/1 [==============================] - 0s 344ms/step
76%|███████▌ | 8157/10770 [52:26<19:18, 2.26it/s]
1/1 [==============================] - 0s 322ms/step
76%|███████▌ | 8158/10770 [52:26<18:40, 2.33it/s]
1/1 [==============================] - 0s 338ms/step
76%|███████▌ | 8159/10770 [52:27<18:22, 2.37it/s]
1/1 [==============================] - 0s 319ms/step
76%|███████▌ | 8160/10770 [52:27<17:55, 2.43it/s]
1/1 [==============================] - 0s 319ms/step
76%|███████▌ | 8161/10770 [52:28<17:39, 2.46it/s]
1/1 [==============================] - 0s 343ms/step
76%|███████▌ | 8162/10770 [52:28<17:50, 2.44it/s]
1/1 [==============================] - 0s 323ms/step
76%|███████▌ | 8163/10770 [52:28<17:36, 2.47it/s]
1/1 [==============================] - 0s 318ms/step
76%|███████▌ | 8164/10770 [52:29<17:21, 2.50it/s]
1/1 [==============================] - 0s 345ms/step
76%|███████▌ | 8165/10770 [52:29<17:37, 2.46it/s]
1/1 [==============================] - 0s 334ms/step
76%|███████▌ | 8166/10770 [52:30<17:35, 2.47it/s]
1/1 [==============================] - 0s 338ms/step
76%|███████▌ | 8167/10770 [52:30<17:48, 2.44it/s]
1/1 [==============================] - 0s 325ms/step
76%|███████▌ | 8168/10770 [52:30<17:35, 2.46it/s]
1/1 [==============================] - 0s 316ms/step
76%|███████▌ | 8169/10770 [52:31<17:18, 2.50it/s]
1/1 [==============================] - 0s 350ms/step
76%|███████▌ | 8170/10770 [52:31<17:33, 2.47it/s]
1/1 [==============================] - 0s 345ms/step
76%|███████▌ | 8171/10770 [52:32<21:41, 2.00it/s]
1/1 [==============================] - 0s 232ms/step
76%|███████▌ | 8172/10770 [52:32<19:07, 2.26it/s]
1/1 [==============================] - 0s 329ms/step
76%|███████▌ | 8173/10770 [52:33<18:36, 2.33it/s]
1/1 [==============================] - 0s 328ms/step
76%|███████▌ | 8174/10770 [52:33<18:10, 2.38it/s]
1/1 [==============================] - 0s 334ms/step
76%|███████▌ | 8175/10770 [52:33<18:05, 2.39it/s]
1/1 [==============================] - 0s 324ms/step
76%|███████▌ | 8176/10770 [52:34<17:49, 2.43it/s]
1/1 [==============================] - 0s 374ms/step
76%|███████▌ | 8177/10770 [52:34<18:20, 2.36it/s]
1/1 [==============================] - 0s 391ms/step
76%|███████▌ | 8178/10770 [52:35<19:22, 2.23it/s]
1/1 [==============================] - 0s 423ms/step
76%|███████▌ | 8179/10770 [52:35<20:36, 2.10it/s]
1/1 [==============================] - 0s 435ms/step
76%|███████▌ | 8180/10770 [52:36<21:34, 2.00it/s]
1/1 [==============================] - 0s 421ms/step
76%|███████▌ | 8181/10770 [52:36<22:21, 1.93it/s]
1/1 [==============================] - 0s 455ms/step
76%|███████▌ | 8182/10770 [52:37<22:49, 1.89it/s]
1/1 [==============================] - 0s 417ms/step
76%|███████▌ | 8183/10770 [52:37<22:42, 1.90it/s]
1/1 [==============================] - 0s 444ms/step
76%|███████▌ | 8184/10770 [52:38<22:53, 1.88it/s]
1/1 [==============================] - 0s 425ms/step
76%|███████▌ | 8185/10770 [52:39<22:54, 1.88it/s]
1/1 [==============================] - 0s 417ms/step
76%|███████▌ | 8186/10770 [52:39<22:47, 1.89it/s]
1/1 [==============================] - 0s 419ms/step
76%|███████▌ | 8187/10770 [52:40<22:38, 1.90it/s]
1/1 [==============================] - 0s 395ms/step
76%|███████▌ | 8188/10770 [52:40<22:17, 1.93it/s]
1/1 [==============================] - 0s 417ms/step
76%|███████▌ | 8189/10770 [52:41<22:57, 1.87it/s]
1/1 [==============================] - 0s 420ms/step
76%|███████▌ | 8190/10770 [52:41<22:56, 1.87it/s]
1/1 [==============================] - 0s 357ms/step
76%|███████▌ | 8191/10770 [52:42<21:49, 1.97it/s]
1/1 [==============================] - 0s 364ms/step
76%|███████▌ | 8192/10770 [52:42<20:49, 2.06it/s]
1/1 [==============================] - 0s 353ms/step
76%|███████▌ | 8193/10770 [52:43<20:00, 2.15it/s]
1/1 [==============================] - 0s 374ms/step
76%|███████▌ | 8194/10770 [52:43<19:38, 2.19it/s]
1/1 [==============================] - 0s 351ms/step
76%|███████▌ | 8195/10770 [52:44<22:57, 1.87it/s]
1/1 [==============================] - 0s 290ms/step
76%|███████▌ | 8196/10770 [52:44<20:45, 2.07it/s]
1/1 [==============================] - 0s 314ms/step
76%|███████▌ | 8197/10770 [52:44<19:33, 2.19it/s]
1/1 [==============================] - 0s 324ms/step
76%|███████▌ | 8198/10770 [52:45<18:51, 2.27it/s]
1/1 [==============================] - 0s 344ms/step
76%|███████▌ | 8199/10770 [52:45<18:34, 2.31it/s]
1/1 [==============================] - 0s 314ms/step
76%|███████▌ | 8200/10770 [52:46<18:13, 2.35it/s]
1/1 [==============================] - 0s 318ms/step
76%|███████▌ | 8201/10770 [52:46<17:52, 2.40it/s]
1/1 [==============================] - 0s 319ms/step
76%|███████▌ | 8202/10770 [52:46<17:53, 2.39it/s]
1/1 [==============================] - 0s 328ms/step
76%|███████▌ | 8203/10770 [52:47<17:39, 2.42it/s]
1/1 [==============================] - 0s 332ms/step
76%|███████▌ | 8204/10770 [52:47<17:36, 2.43it/s]
1/1 [==============================] - 0s 322ms/step
76%|███████▌ | 8205/10770 [52:48<17:20, 2.46it/s]
1/1 [==============================] - 0s 335ms/step
76%|███████▌ | 8206/10770 [52:48<17:20, 2.46it/s]
1/1 [==============================] - 0s 346ms/step
76%|███████▌ | 8207/10770 [52:49<17:33, 2.43it/s]
1/1 [==============================] - 0s 340ms/step
76%|███████▌ | 8208/10770 [52:49<17:43, 2.41it/s]
1/1 [==============================] - 0s 345ms/step
76%|███████▌ | 8209/10770 [52:49<17:45, 2.40it/s]
1/1 [==============================] - 0s 323ms/step
76%|███████▌ | 8210/10770 [52:50<17:30, 2.44it/s]
1/1 [==============================] - 0s 329ms/step
76%|███████▌ | 8211/10770 [52:50<17:28, 2.44it/s]
1/1 [==============================] - 0s 338ms/step
76%|███████▌ | 8212/10770 [52:51<17:28, 2.44it/s]
1/1 [==============================] - 0s 328ms/step
76%|███████▋ | 8213/10770 [52:51<17:18, 2.46it/s]
1/1 [==============================] - 0s 356ms/step
76%|███████▋ | 8214/10770 [52:51<17:33, 2.43it/s]
1/1 [==============================] - 0s 357ms/step
76%|███████▋ | 8215/10770 [52:52<18:07, 2.35it/s]
1/1 [==============================] - 0s 394ms/step
76%|███████▋ | 8216/10770 [52:52<18:47, 2.27it/s]
1/1 [==============================] - 0s 370ms/step
76%|███████▋ | 8217/10770 [52:53<18:42, 2.27it/s]
1/1 [==============================] - 0s 391ms/step
76%|███████▋ | 8218/10770 [52:53<18:59, 2.24it/s]
1/1 [==============================] - 0s 429ms/step
76%|███████▋ | 8219/10770 [52:54<19:38, 2.17it/s]
1/1 [==============================] - 0s 407ms/step
76%|███████▋ | 8220/10770 [52:54<20:11, 2.10it/s]
1/1 [==============================] - 0s 401ms/step
76%|███████▋ | 8221/10770 [52:55<20:59, 2.02it/s]
1/1 [==============================] - 0s 409ms/step
76%|███████▋ | 8222/10770 [52:56<24:27, 1.74it/s]
1/1 [==============================] - 0s 435ms/step
76%|███████▋ | 8223/10770 [52:56<23:44, 1.79it/s]
1/1 [==============================] - 0s 428ms/step
76%|███████▋ | 8224/10770 [52:57<23:15, 1.82it/s]
1/1 [==============================] - 0s 457ms/step
76%|███████▋ | 8225/10770 [52:57<25:55, 1.64it/s]
1/1 [==============================] - 0s 416ms/step
76%|███████▋ | 8226/10770 [52:58<24:31, 1.73it/s]
1/1 [==============================] - 0s 427ms/step
76%|███████▋ | 8227/10770 [52:58<23:53, 1.77it/s]
1/1 [==============================] - 0s 353ms/step
76%|███████▋ | 8228/10770 [52:59<22:10, 1.91it/s]
1/1 [==============================] - 0s 352ms/step
76%|███████▋ | 8229/10770 [52:59<20:57, 2.02it/s]
1/1 [==============================] - 0s 354ms/step
76%|███████▋ | 8230/10770 [53:00<20:10, 2.10it/s]
1/1 [==============================] - 0s 353ms/step
76%|███████▋ | 8231/10770 [53:00<23:16, 1.82it/s]
1/1 [==============================] - 0s 216ms/step
76%|███████▋ | 8232/10770 [53:01<19:55, 2.12it/s]
1/1 [==============================] - 0s 330ms/step
76%|███████▋ | 8233/10770 [53:01<19:13, 2.20it/s]
1/1 [==============================] - 0s 338ms/step
76%|███████▋ | 8234/10770 [53:01<18:47, 2.25it/s]
1/1 [==============================] - 0s 338ms/step
76%|███████▋ | 8235/10770 [53:02<18:26, 2.29it/s]
1/1 [==============================] - 0s 343ms/step
76%|███████▋ | 8236/10770 [53:02<18:10, 2.32it/s]
1/1 [==============================] - 0s 333ms/step
76%|███████▋ | 8237/10770 [53:03<17:51, 2.36it/s]
1/1 [==============================] - 0s 365ms/step
76%|███████▋ | 8238/10770 [53:03<18:05, 2.33it/s]
1/1 [==============================] - 0s 361ms/step
76%|███████▋ | 8239/10770 [53:04<18:07, 2.33it/s]
1/1 [==============================] - 0s 343ms/step
77%|███████▋ | 8240/10770 [53:04<17:55, 2.35it/s]
1/1 [==============================] - 0s 356ms/step
77%|███████▋ | 8241/10770 [53:04<17:54, 2.35it/s]
1/1 [==============================] - 0s 324ms/step
77%|███████▋ | 8242/10770 [53:05<17:32, 2.40it/s]
1/1 [==============================] - 0s 319ms/step
77%|███████▋ | 8243/10770 [53:05<17:12, 2.45it/s]
1/1 [==============================] - 0s 337ms/step
77%|███████▋ | 8244/10770 [53:06<17:21, 2.43it/s]
1/1 [==============================] - 0s 337ms/step
77%|███████▋ | 8245/10770 [53:06<17:19, 2.43it/s]
1/1 [==============================] - 0s 344ms/step
77%|███████▋ | 8246/10770 [53:07<21:10, 1.99it/s]
1/1 [==============================] - 0s 217ms/step
77%|███████▋ | 8247/10770 [53:07<18:35, 2.26it/s]
1/1 [==============================] - 0s 325ms/step
77%|███████▋ | 8248/10770 [53:07<18:04, 2.33it/s]
1/1 [==============================] - 0s 307ms/step
77%|███████▋ | 8249/10770 [53:08<17:56, 2.34it/s]
1/1 [==============================] - 0s 373ms/step
77%|███████▋ | 8250/10770 [53:09<21:36, 1.94it/s]
1/1 [==============================] - 0s 374ms/step
77%|███████▋ | 8251/10770 [53:09<20:39, 2.03it/s]
1/1 [==============================] - 0s 405ms/step
77%|███████▋ | 8252/10770 [53:10<21:03, 1.99it/s]
1/1 [==============================] - 0s 377ms/step
77%|███████▋ | 8253/10770 [53:10<23:55, 1.75it/s]
1/1 [==============================] - 0s 394ms/step
77%|███████▋ | 8254/10770 [53:11<22:54, 1.83it/s]
1/1 [==============================] - 0s 444ms/step
77%|███████▋ | 8255/10770 [53:12<25:55, 1.62it/s]
1/1 [==============================] - 0s 429ms/step
77%|███████▋ | 8256/10770 [53:12<24:41, 1.70it/s]
1/1 [==============================] - 0s 352ms/step
77%|███████▋ | 8257/10770 [53:13<22:33, 1.86it/s]
1/1 [==============================] - 0s 392ms/step
77%|███████▋ | 8258/10770 [53:13<24:49, 1.69it/s]
1/1 [==============================] - 0s 405ms/step
77%|███████▋ | 8259/10770 [53:14<23:38, 1.77it/s]
1/1 [==============================] - 0s 434ms/step
77%|███████▋ | 8260/10770 [53:14<22:52, 1.83it/s]
1/1 [==============================] - 0s 389ms/step
77%|███████▋ | 8261/10770 [53:15<22:26, 1.86it/s]
1/1 [==============================] - 0s 357ms/step
77%|███████▋ | 8262/10770 [53:15<21:02, 1.99it/s]
1/1 [==============================] - 0s 366ms/step
77%|███████▋ | 8263/10770 [53:16<20:20, 2.05it/s]
1/1 [==============================] - 0s 345ms/step
77%|███████▋ | 8264/10770 [53:16<19:28, 2.15it/s]
1/1 [==============================] - 0s 338ms/step
77%|███████▋ | 8265/10770 [53:16<18:45, 2.23it/s]
1/1 [==============================] - 0s 310ms/step
77%|███████▋ | 8266/10770 [53:17<18:14, 2.29it/s]
1/1 [==============================] - 0s 347ms/step
77%|███████▋ | 8267/10770 [53:17<18:03, 2.31it/s]
1/1 [==============================] - 0s 331ms/step
77%|███████▋ | 8268/10770 [53:18<17:42, 2.35it/s]
1/1 [==============================] - 0s 328ms/step
77%|███████▋ | 8269/10770 [53:18<17:23, 2.40it/s]
1/1 [==============================] - 0s 339ms/step
77%|███████▋ | 8270/10770 [53:19<17:17, 2.41it/s]
1/1 [==============================] - 0s 333ms/step
77%|███████▋ | 8271/10770 [53:19<17:07, 2.43it/s]
1/1 [==============================] - 0s 334ms/step
77%|███████▋ | 8272/10770 [53:19<17:07, 2.43it/s]
1/1 [==============================] - 0s 302ms/step
77%|███████▋ | 8273/10770 [53:20<17:09, 2.43it/s]
1/1 [==============================] - 0s 318ms/step
77%|███████▋ | 8274/10770 [53:20<16:57, 2.45it/s]
1/1 [==============================] - 0s 328ms/step
77%|███████▋ | 8275/10770 [53:21<17:00, 2.45it/s]
1/1 [==============================] - 0s 337ms/step
77%|███████▋ | 8276/10770 [53:21<17:05, 2.43it/s]
1/1 [==============================] - 0s 328ms/step
77%|███████▋ | 8277/10770 [53:21<16:56, 2.45it/s]
1/1 [==============================] - 0s 352ms/step
77%|███████▋ | 8278/10770 [53:22<17:09, 2.42it/s]
1/1 [==============================] - 0s 338ms/step
77%|███████▋ | 8279/10770 [53:22<17:18, 2.40it/s]
1/1 [==============================] - 0s 344ms/step
77%|███████▋ | 8280/10770 [53:23<17:17, 2.40it/s]
1/1 [==============================] - 0s 330ms/step
77%|███████▋ | 8281/10770 [53:23<17:11, 2.41it/s]
1/1 [==============================] - 0s 321ms/step
77%|███████▋ | 8282/10770 [53:23<16:59, 2.44it/s]
1/1 [==============================] - 0s 347ms/step
77%|███████▋ | 8283/10770 [53:24<17:10, 2.41it/s]
1/1 [==============================] - 0s 329ms/step
77%|███████▋ | 8284/10770 [53:24<16:57, 2.44it/s]
1/1 [==============================] - 0s 377ms/step
77%|███████▋ | 8285/10770 [53:25<17:23, 2.38it/s]
1/1 [==============================] - 0s 370ms/step
77%|███████▋ | 8286/10770 [53:25<17:49, 2.32it/s]
1/1 [==============================] - 0s 405ms/step
77%|███████▋ | 8287/10770 [53:26<22:00, 1.88it/s]
1/1 [==============================] - 0s 359ms/step
77%|███████▋ | 8288/10770 [53:26<21:05, 1.96it/s]
1/1 [==============================] - 0s 441ms/step
77%|███████▋ | 8289/10770 [53:27<21:18, 1.94it/s]
1/1 [==============================] - 0s 406ms/step
77%|███████▋ | 8290/10770 [53:27<21:17, 1.94it/s]
1/1 [==============================] - 0s 422ms/step
77%|███████▋ | 8291/10770 [53:28<21:19, 1.94it/s]
1/1 [==============================] - 0s 439ms/step
77%|███████▋ | 8292/10770 [53:29<21:43, 1.90it/s]
1/1 [==============================] - 0s 433ms/step
77%|███████▋ | 8293/10770 [53:29<21:29, 1.92it/s]
1/1 [==============================] - 0s 426ms/step
77%|███████▋ | 8294/10770 [53:30<24:30, 1.68it/s]
1/1 [==============================] - 0s 449ms/step
77%|███████▋ | 8295/10770 [53:30<24:03, 1.71it/s]
1/1 [==============================] - 0s 473ms/step
77%|███████▋ | 8296/10770 [53:31<24:15, 1.70it/s]
1/1 [==============================] - 0s 382ms/step
77%|███████▋ | 8297/10770 [53:31<22:59, 1.79it/s]
1/1 [==============================] - 0s 343ms/step
77%|███████▋ | 8298/10770 [53:32<21:20, 1.93it/s]
1/1 [==============================] - 0s 364ms/step
77%|███████▋ | 8299/10770 [53:33<23:50, 1.73it/s]
1/1 [==============================] - 0s 225ms/step
77%|███████▋ | 8300/10770 [53:33<20:21, 2.02it/s]
1/1 [==============================] - 0s 340ms/step
77%|███████▋ | 8301/10770 [53:33<19:18, 2.13it/s]
1/1 [==============================] - 0s 305ms/step
77%|███████▋ | 8302/10770 [53:34<18:31, 2.22it/s]
1/1 [==============================] - 0s 315ms/step
77%|███████▋ | 8303/10770 [53:34<18:03, 2.28it/s]
1/1 [==============================] - 0s 345ms/step
77%|███████▋ | 8304/10770 [53:35<17:46, 2.31it/s]
1/1 [==============================] - 0s 319ms/step
77%|███████▋ | 8305/10770 [53:35<17:20, 2.37it/s]
1/1 [==============================] - 0s 321ms/step
77%|███████▋ | 8306/10770 [53:35<17:04, 2.40it/s]
1/1 [==============================] - 0s 329ms/step
77%|███████▋ | 8307/10770 [53:36<16:54, 2.43it/s]
1/1 [==============================] - 0s 341ms/step
77%|███████▋ | 8308/10770 [53:36<16:53, 2.43it/s]
1/1 [==============================] - 0s 324ms/step
77%|███████▋ | 8309/10770 [53:37<16:57, 2.42it/s]
1/1 [==============================] - 0s 325ms/step
77%|███████▋ | 8310/10770 [53:37<17:01, 2.41it/s]
1/1 [==============================] - 0s 318ms/step
77%|███████▋ | 8311/10770 [53:37<16:50, 2.43it/s]
1/1 [==============================] - 0s 339ms/step
77%|███████▋ | 8312/10770 [53:38<16:52, 2.43it/s]
1/1 [==============================] - 0s 325ms/step
77%|███████▋ | 8313/10770 [53:38<16:39, 2.46it/s]
1/1 [==============================] - 0s 362ms/step
77%|███████▋ | 8314/10770 [53:39<16:57, 2.41it/s]
1/1 [==============================] - 0s 303ms/step
77%|███████▋ | 8315/10770 [53:39<16:52, 2.43it/s]
1/1 [==============================] - 0s 330ms/step
77%|███████▋ | 8316/10770 [53:39<16:41, 2.45it/s]
1/1 [==============================] - 0s 369ms/step
77%|███████▋ | 8317/10770 [53:40<17:09, 2.38it/s]
1/1 [==============================] - 0s 347ms/step
77%|███████▋ | 8318/10770 [53:40<17:05, 2.39it/s]
1/1 [==============================] - 0s 322ms/step
77%|███████▋ | 8319/10770 [53:41<16:56, 2.41it/s]
1/1 [==============================] - 0s 353ms/step
77%|███████▋ | 8320/10770 [53:41<17:19, 2.36it/s]
1/1 [==============================] - 0s 407ms/step
77%|███████▋ | 8321/10770 [53:42<18:11, 2.24it/s]
1/1 [==============================] - 0s 422ms/step
77%|███████▋ | 8322/10770 [53:42<19:03, 2.14it/s]
1/1 [==============================] - 0s 437ms/step
77%|███████▋ | 8323/10770 [53:43<22:46, 1.79it/s]
1/1 [==============================] - 0s 430ms/step
77%|███████▋ | 8324/10770 [53:43<22:10, 1.84it/s]
1/1 [==============================] - 0s 399ms/step
77%|███████▋ | 8325/10770 [53:44<21:21, 1.91it/s]
1/1 [==============================] - 0s 432ms/step
77%|███████▋ | 8326/10770 [53:44<21:31, 1.89it/s]
1/1 [==============================] - 0s 482ms/step
77%|███████▋ | 8327/10770 [53:45<24:07, 1.69it/s]
1/1 [==============================] - 0s 362ms/step
77%|███████▋ | 8328/10770 [53:46<25:53, 1.57it/s]
1/1 [==============================] - 0s 400ms/step
77%|███████▋ | 8329/10770 [53:46<24:04, 1.69it/s]
1/1 [==============================] - 0s 400ms/step
77%|███████▋ | 8330/10770 [53:47<26:36, 1.53it/s]
1/1 [==============================] - 0s 261ms/step
77%|███████▋ | 8331/10770 [53:48<23:17, 1.75it/s]
1/1 [==============================] - 0s 318ms/step
77%|███████▋ | 8332/10770 [53:48<21:04, 1.93it/s]
1/1 [==============================] - 0s 347ms/step
77%|███████▋ | 8333/10770 [53:48<19:51, 2.05it/s]
1/1 [==============================] - 0s 324ms/step
77%|███████▋ | 8334/10770 [53:49<18:45, 2.16it/s]
1/1 [==============================] - 0s 330ms/step
77%|███████▋ | 8335/10770 [53:49<18:04, 2.25it/s]
1/1 [==============================] - 0s 350ms/step
77%|███████▋ | 8336/10770 [53:50<17:44, 2.29it/s]
1/1 [==============================] - 0s 324ms/step
77%|███████▋ | 8337/10770 [53:50<17:10, 2.36it/s]
1/1 [==============================] - 0s 329ms/step
77%|███████▋ | 8338/10770 [53:50<16:50, 2.41it/s]
1/1 [==============================] - 0s 320ms/step
77%|███████▋ | 8339/10770 [53:51<16:56, 2.39it/s]
1/1 [==============================] - 0s 334ms/step
77%|███████▋ | 8340/10770 [53:51<16:45, 2.42it/s]
1/1 [==============================] - 0s 338ms/step
77%|███████▋ | 8341/10770 [53:52<16:43, 2.42it/s]
1/1 [==============================] - 0s 324ms/step
77%|███████▋ | 8342/10770 [53:52<16:40, 2.43it/s]
1/1 [==============================] - 0s 321ms/step
77%|███████▋ | 8343/10770 [53:52<16:37, 2.43it/s]
1/1 [==============================] - 0s 345ms/step
77%|███████▋ | 8344/10770 [53:53<17:09, 2.36it/s]
1/1 [==============================] - 0s 334ms/step
77%|███████▋ | 8345/10770 [53:53<16:59, 2.38it/s]
1/1 [==============================] - 0s 350ms/step
77%|███████▋ | 8346/10770 [53:54<17:01, 2.37it/s]
1/1 [==============================] - 0s 328ms/step
78%|███████▊ | 8347/10770 [53:54<16:47, 2.40it/s]
1/1 [==============================] - 0s 326ms/step
78%|███████▊ | 8348/10770 [53:55<16:36, 2.43it/s]
1/1 [==============================] - 0s 338ms/step
78%|███████▊ | 8349/10770 [53:55<16:39, 2.42it/s]
1/1 [==============================] - 0s 330ms/step
78%|███████▊ | 8350/10770 [53:55<16:30, 2.44it/s]
1/1 [==============================] - 0s 313ms/step
78%|███████▊ | 8351/10770 [53:56<16:19, 2.47it/s]
1/1 [==============================] - 0s 336ms/step
78%|███████▊ | 8352/10770 [53:57<20:31, 1.96it/s]
1/1 [==============================] - 0s 211ms/step
78%|███████▊ | 8353/10770 [53:57<17:57, 2.24it/s]
1/1 [==============================] - 0s 385ms/step
78%|███████▊ | 8354/10770 [53:58<26:23, 1.53it/s]
1/1 [==============================] - 0s 384ms/step
78%|███████▊ | 8355/10770 [53:58<24:25, 1.65it/s]
1/1 [==============================] - 0s 396ms/step
78%|███████▊ | 8356/10770 [53:59<26:19, 1.53it/s]
1/1 [==============================] - 0s 427ms/step
78%|███████▊ | 8357/10770 [54:00<24:47, 1.62it/s]
1/1 [==============================] - 0s 431ms/step
78%|███████▊ | 8358/10770 [54:01<26:36, 1.51it/s]
1/1 [==============================] - 0s 394ms/step
78%|███████▊ | 8359/10770 [54:01<27:42, 1.45it/s]
1/1 [==============================] - 0s 379ms/step
78%|███████▊ | 8360/10770 [54:02<25:17, 1.59it/s]
1/1 [==============================] - 0s 441ms/step
78%|███████▊ | 8361/10770 [54:02<24:36, 1.63it/s]
1/1 [==============================] - 0s 434ms/step
78%|███████▊ | 8362/10770 [54:03<24:01, 1.67it/s]
1/1 [==============================] - 0s 382ms/step
78%|███████▊ | 8363/10770 [54:03<22:26, 1.79it/s]
1/1 [==============================] - 0s 327ms/step
78%|███████▊ | 8364/10770 [54:04<21:04, 1.90it/s]
1/1 [==============================] - 0s 330ms/step
78%|███████▊ | 8365/10770 [54:04<19:54, 2.01it/s]
1/1 [==============================] - 0s 339ms/step
78%|███████▊ | 8366/10770 [54:05<19:02, 2.10it/s]
1/1 [==============================] - 0s 345ms/step
78%|███████▊ | 8367/10770 [54:05<18:28, 2.17it/s]
1/1 [==============================] - 0s 357ms/step
78%|███████▊ | 8368/10770 [54:06<18:09, 2.20it/s]
1/1 [==============================] - 0s 327ms/step
78%|███████▊ | 8369/10770 [54:06<17:34, 2.28it/s]
1/1 [==============================] - 0s 349ms/step
78%|███████▊ | 8370/10770 [54:06<17:30, 2.28it/s]
1/1 [==============================] - 0s 341ms/step
78%|███████▊ | 8371/10770 [54:07<17:16, 2.32it/s]
1/1 [==============================] - 0s 330ms/step
78%|███████▊ | 8372/10770 [54:07<17:09, 2.33it/s]
1/1 [==============================] - 0s 337ms/step
78%|███████▊ | 8373/10770 [54:08<17:01, 2.35it/s]
1/1 [==============================] - 0s 352ms/step
78%|███████▊ | 8374/10770 [54:08<17:02, 2.34it/s]
1/1 [==============================] - 0s 361ms/step
78%|███████▊ | 8375/10770 [54:09<17:35, 2.27it/s]
1/1 [==============================] - 0s 349ms/step
78%|███████▊ | 8376/10770 [54:09<17:23, 2.29it/s]
1/1 [==============================] - 0s 329ms/step
78%|███████▊ | 8377/10770 [54:09<17:04, 2.34it/s]
1/1 [==============================] - 0s 338ms/step
78%|███████▊ | 8378/10770 [54:10<16:55, 2.36it/s]
1/1 [==============================] - 0s 323ms/step
78%|███████▊ | 8379/10770 [54:10<16:51, 2.36it/s]
1/1 [==============================] - 0s 323ms/step
78%|███████▊ | 8380/10770 [54:11<16:39, 2.39it/s]
1/1 [==============================] - 0s 351ms/step
78%|███████▊ | 8381/10770 [54:11<16:53, 2.36it/s]
1/1 [==============================] - 0s 329ms/step
78%|███████▊ | 8382/10770 [54:11<16:51, 2.36it/s]
1/1 [==============================] - 0s 351ms/step
78%|███████▊ | 8383/10770 [54:12<16:54, 2.35it/s]
1/1 [==============================] - 0s 341ms/step
78%|███████▊ | 8384/10770 [54:12<16:49, 2.36it/s]
1/1 [==============================] - 0s 329ms/step
78%|███████▊ | 8385/10770 [54:13<16:38, 2.39it/s]
1/1 [==============================] - 0s 439ms/step
78%|███████▊ | 8386/10770 [54:14<20:46, 1.91it/s]
1/1 [==============================] - 0s 382ms/step
78%|███████▊ | 8387/10770 [54:14<20:19, 1.95it/s]
1/1 [==============================] - 0s 455ms/step
78%|███████▊ | 8388/10770 [54:15<24:26, 1.62it/s]
1/1 [==============================] - 0s 387ms/step
78%|███████▊ | 8389/10770 [54:15<22:56, 1.73it/s]
1/1 [==============================] - 0s 460ms/step
78%|███████▊ | 8390/10770 [54:16<22:28, 1.76it/s]
1/1 [==============================] - 0s 398ms/step
78%|███████▊ | 8391/10770 [54:16<21:19, 1.86it/s]
1/1 [==============================] - 0s 386ms/step
78%|███████▊ | 8392/10770 [54:17<23:47, 1.67it/s]
1/1 [==============================] - 0s 459ms/step
78%|███████▊ | 8393/10770 [54:18<23:20, 1.70it/s]
1/1 [==============================] - 0s 435ms/step
78%|███████▊ | 8394/10770 [54:18<26:08, 1.52it/s]
1/1 [==============================] - 0s 281ms/step
78%|███████▊ | 8395/10770 [54:19<22:55, 1.73it/s]
1/1 [==============================] - 0s 327ms/step
78%|███████▊ | 8396/10770 [54:19<20:48, 1.90it/s]
1/1 [==============================] - 0s 333ms/step
78%|███████▊ | 8397/10770 [54:20<19:45, 2.00it/s]
1/1 [==============================] - 0s 329ms/step
78%|███████▊ | 8398/10770 [54:20<18:42, 2.11it/s]
1/1 [==============================] - 0s 348ms/step
78%|███████▊ | 8399/10770 [54:21<18:08, 2.18it/s]
1/1 [==============================] - 0s 336ms/step
78%|███████▊ | 8400/10770 [54:21<17:33, 2.25it/s]
1/1 [==============================] - 0s 331ms/step
78%|███████▊ | 8401/10770 [54:21<17:07, 2.30it/s]
1/1 [==============================] - 0s 340ms/step
78%|███████▊ | 8402/10770 [54:22<16:55, 2.33it/s]
1/1 [==============================] - 0s 319ms/step
78%|███████▊ | 8403/10770 [54:22<16:39, 2.37it/s]
1/1 [==============================] - 0s 328ms/step
78%|███████▊ | 8404/10770 [54:23<16:29, 2.39it/s]
1/1 [==============================] - 0s 339ms/step
78%|███████▊ | 8405/10770 [54:23<16:37, 2.37it/s]
1/1 [==============================] - 0s 341ms/step
78%|███████▊ | 8406/10770 [54:23<16:34, 2.38it/s]
1/1 [==============================] - 0s 341ms/step
78%|███████▊ | 8407/10770 [54:24<16:41, 2.36it/s]
1/1 [==============================] - 0s 330ms/step
78%|███████▊ | 8408/10770 [54:24<16:49, 2.34it/s]
1/1 [==============================] - 0s 357ms/step
78%|███████▊ | 8409/10770 [54:25<16:53, 2.33it/s]
1/1 [==============================] - 0s 321ms/step
78%|███████▊ | 8410/10770 [54:25<16:38, 2.36it/s]
1/1 [==============================] - 0s 338ms/step
78%|███████▊ | 8411/10770 [54:26<16:32, 2.38it/s]
1/1 [==============================] - 0s 331ms/step
78%|███████▊ | 8412/10770 [54:26<16:32, 2.38it/s]
1/1 [==============================] - 0s 331ms/step
78%|███████▊ | 8413/10770 [54:26<16:27, 2.39it/s]
1/1 [==============================] - 0s 331ms/step
78%|███████▊ | 8414/10770 [54:27<16:25, 2.39it/s]
1/1 [==============================] - 0s 379ms/step
78%|███████▊ | 8415/10770 [54:27<16:50, 2.33it/s]
1/1 [==============================] - 0s 444ms/step
78%|███████▊ | 8416/10770 [54:28<18:15, 2.15it/s]
1/1 [==============================] - 0s 425ms/step
78%|███████▊ | 8417/10770 [54:29<22:36, 1.73it/s]
1/1 [==============================] - 1s 511ms/step
78%|███████▊ | 8418/10770 [54:29<23:20, 1.68it/s]
1/1 [==============================] - 0s 466ms/step
78%|███████▊ | 8419/10770 [54:30<23:06, 1.70it/s]
1/1 [==============================] - 0s 441ms/step
78%|███████▊ | 8420/10770 [54:30<22:55, 1.71it/s]
1/1 [==============================] - 0s 450ms/step
78%|███████▊ | 8421/10770 [54:31<22:49, 1.72it/s]
1/1 [==============================] - 0s 437ms/step
78%|███████▊ | 8422/10770 [54:32<22:44, 1.72it/s]
1/1 [==============================] - 0s 404ms/step
78%|███████▊ | 8423/10770 [54:32<22:04, 1.77it/s]
1/1 [==============================] - 0s 432ms/step
78%|███████▊ | 8424/10770 [54:33<22:00, 1.78it/s]
1/1 [==============================] - 0s 472ms/step
78%|███████▊ | 8425/10770 [54:33<22:14, 1.76it/s]
1/1 [==============================] - 0s 447ms/step
78%|███████▊ | 8426/10770 [54:34<22:09, 1.76it/s]
1/1 [==============================] - 0s 440ms/step
78%|███████▊ | 8427/10770 [54:34<22:05, 1.77it/s]
1/1 [==============================] - 0s 445ms/step
78%|███████▊ | 8428/10770 [54:35<21:51, 1.79it/s]
1/1 [==============================] - 0s 443ms/step
78%|███████▊ | 8429/10770 [54:36<25:15, 1.55it/s]
1/1 [==============================] - 0s 214ms/step
78%|███████▊ | 8430/10770 [54:36<21:05, 1.85it/s]
1/1 [==============================] - 0s 321ms/step
78%|███████▊ | 8431/10770 [54:37<19:28, 2.00it/s]
1/1 [==============================] - 0s 342ms/step
78%|███████▊ | 8432/10770 [54:37<18:45, 2.08it/s]
1/1 [==============================] - 0s 330ms/step
78%|███████▊ | 8433/10770 [54:37<17:54, 2.18it/s]
1/1 [==============================] - 0s 329ms/step
78%|███████▊ | 8434/10770 [54:38<17:31, 2.22it/s]
1/1 [==============================] - 0s 335ms/step
78%|███████▊ | 8435/10770 [54:38<17:06, 2.28it/s]
1/1 [==============================] - 0s 380ms/step
78%|███████▊ | 8436/10770 [54:39<17:20, 2.24it/s]
1/1 [==============================] - 0s 344ms/step
78%|███████▊ | 8437/10770 [54:39<17:05, 2.28it/s]
1/1 [==============================] - 0s 330ms/step
78%|███████▊ | 8438/10770 [54:39<16:45, 2.32it/s]
1/1 [==============================] - 0s 352ms/step
78%|███████▊ | 8439/10770 [54:40<16:41, 2.33it/s]
1/1 [==============================] - 0s 319ms/step
78%|███████▊ | 8440/10770 [54:40<16:24, 2.37it/s]
1/1 [==============================] - 0s 326ms/step
78%|███████▊ | 8441/10770 [54:41<16:12, 2.40it/s]
1/1 [==============================] - 0s 333ms/step
78%|███████▊ | 8442/10770 [54:41<16:22, 2.37it/s]
1/1 [==============================] - 0s 358ms/step
78%|███████▊ | 8443/10770 [54:42<16:30, 2.35it/s]
1/1 [==============================] - 0s 350ms/step
78%|███████▊ | 8444/10770 [54:42<16:28, 2.35it/s]
1/1 [==============================] - 0s 328ms/step
78%|███████▊ | 8445/10770 [54:42<16:10, 2.40it/s]
1/1 [==============================] - 0s 320ms/step
78%|███████▊ | 8446/10770 [54:43<15:55, 2.43it/s]
1/1 [==============================] - 0s 347ms/step
78%|███████▊ | 8447/10770 [54:43<16:07, 2.40it/s]
1/1 [==============================] - 0s 317ms/step
78%|███████▊ | 8448/10770 [54:44<15:54, 2.43it/s]
1/1 [==============================] - 0s 338ms/step
78%|███████▊ | 8449/10770 [54:44<15:56, 2.43it/s]
1/1 [==============================] - 0s 338ms/step
78%|███████▊ | 8450/10770 [54:44<15:57, 2.42it/s]
1/1 [==============================] - 0s 303ms/step
78%|███████▊ | 8451/10770 [54:45<15:53, 2.43it/s]
1/1 [==============================] - 0s 345ms/step
78%|███████▊ | 8452/10770 [54:45<16:07, 2.40it/s]
1/1 [==============================] - 0s 365ms/step
78%|███████▊ | 8453/10770 [54:46<16:28, 2.34it/s]
1/1 [==============================] - 0s 417ms/step
78%|███████▊ | 8454/10770 [54:46<17:53, 2.16it/s]
1/1 [==============================] - 0s 428ms/step
79%|███████▊ | 8455/10770 [54:47<18:34, 2.08it/s]
1/1 [==============================] - 0s 409ms/step
79%|███████▊ | 8456/10770 [54:47<19:20, 1.99it/s]
1/1 [==============================] - 0s 462ms/step
79%|███████▊ | 8457/10770 [54:48<19:54, 1.94it/s]
1/1 [==============================] - 0s 422ms/step
79%|███████▊ | 8458/10770 [54:48<19:45, 1.95it/s]
1/1 [==============================] - 0s 409ms/step
79%|███████▊ | 8459/10770 [54:49<19:42, 1.95it/s]
1/1 [==============================] - 0s 444ms/step
79%|███████▊ | 8460/10770 [54:50<20:17, 1.90it/s]
1/1 [==============================] - 0s 416ms/step
79%|███████▊ | 8461/10770 [54:50<20:00, 1.92it/s]
1/1 [==============================] - 0s 427ms/step
79%|███████▊ | 8462/10770 [54:51<20:41, 1.86it/s]
1/1 [==============================] - 0s 451ms/step
79%|███████▊ | 8463/10770 [54:51<23:17, 1.65it/s]
1/1 [==============================] - 0s 426ms/step
79%|███████▊ | 8464/10770 [54:52<22:22, 1.72it/s]
1/1 [==============================] - 0s 400ms/step
79%|███████▊ | 8465/10770 [54:52<21:21, 1.80it/s]
1/1 [==============================] - 0s 358ms/step
79%|███████▊ | 8466/10770 [54:53<19:55, 1.93it/s]
1/1 [==============================] - 0s 364ms/step
79%|███████▊ | 8467/10770 [54:53<18:59, 2.02it/s]
1/1 [==============================] - 0s 358ms/step
79%|███████▊ | 8468/10770 [54:54<18:15, 2.10it/s]
1/1 [==============================] - 0s 355ms/step
79%|███████▊ | 8469/10770 [54:54<17:44, 2.16it/s]
1/1 [==============================] - 0s 364ms/step
79%|███████▊ | 8470/10770 [54:55<17:30, 2.19it/s]
1/1 [==============================] - 0s 370ms/step
79%|███████▊ | 8471/10770 [54:55<17:18, 2.21it/s]
1/1 [==============================] - 0s 354ms/step
79%|███████▊ | 8472/10770 [54:55<16:58, 2.26it/s]
1/1 [==============================] - 0s 374ms/step
79%|███████▊ | 8473/10770 [54:56<17:15, 2.22it/s]
1/1 [==============================] - 0s 366ms/step
79%|███████▊ | 8474/10770 [54:56<17:13, 2.22it/s]
1/1 [==============================] - 0s 318ms/step
79%|███████▊ | 8475/10770 [54:57<16:41, 2.29it/s]
1/1 [==============================] - 0s 346ms/step
79%|███████▊ | 8476/10770 [54:57<16:35, 2.31it/s]
1/1 [==============================] - 0s 332ms/step
79%|███████▊ | 8477/10770 [54:58<16:16, 2.35it/s]
1/1 [==============================] - 0s 326ms/step
79%|███████▊ | 8478/10770 [54:58<16:00, 2.39it/s]
1/1 [==============================] - 0s 341ms/step
79%|███████▊ | 8479/10770 [54:58<15:58, 2.39it/s]
1/1 [==============================] - 0s 315ms/step
79%|███████▊ | 8480/10770 [54:59<15:43, 2.43it/s]
1/1 [==============================] - 0s 330ms/step
79%|███████▊ | 8481/10770 [54:59<15:38, 2.44it/s]
1/1 [==============================] - 0s 338ms/step
79%|███████▉ | 8482/10770 [55:00<15:47, 2.42it/s]
1/1 [==============================] - 0s 346ms/step
79%|███████▉ | 8483/10770 [55:00<15:52, 2.40it/s]
1/1 [==============================] - 0s 353ms/step
79%|███████▉ | 8484/10770 [55:00<16:09, 2.36it/s]
1/1 [==============================] - 0s 320ms/step
79%|███████▉ | 8485/10770 [55:01<15:50, 2.40it/s]
1/1 [==============================] - 0s 342ms/step
79%|███████▉ | 8486/10770 [55:01<15:48, 2.41it/s]
1/1 [==============================] - 0s 344ms/step
79%|███████▉ | 8487/10770 [55:02<15:58, 2.38it/s]
1/1 [==============================] - 0s 348ms/step
79%|███████▉ | 8488/10770 [55:02<19:41, 1.93it/s]
1/1 [==============================] - 0s 373ms/step
79%|███████▉ | 8489/10770 [55:03<19:02, 2.00it/s]
1/1 [==============================] - 0s 442ms/step
79%|███████▉ | 8490/10770 [55:04<22:23, 1.70it/s]
1/1 [==============================] - 0s 384ms/step
79%|███████▉ | 8491/10770 [55:04<21:09, 1.79it/s]
1/1 [==============================] - 0s 436ms/step
79%|███████▉ | 8492/10770 [55:05<21:15, 1.79it/s]
1/1 [==============================] - 0s 439ms/step
79%|███████▉ | 8493/10770 [55:05<21:15, 1.79it/s]
1/1 [==============================] - 0s 417ms/step
79%|███████▉ | 8494/10770 [55:06<20:33, 1.85it/s]
1/1 [==============================] - 0s 404ms/step
79%|███████▉ | 8495/10770 [55:06<20:18, 1.87it/s]
1/1 [==============================] - 0s 456ms/step
79%|███████▉ | 8496/10770 [55:07<20:49, 1.82it/s]
1/1 [==============================] - 0s 430ms/step
79%|███████▉ | 8497/10770 [55:08<23:21, 1.62it/s]
1/1 [==============================] - 0s 392ms/step
79%|███████▉ | 8498/10770 [55:08<24:59, 1.52it/s]
1/1 [==============================] - 0s 249ms/step
79%|███████▉ | 8499/10770 [55:09<21:04, 1.80it/s]
1/1 [==============================] - 0s 346ms/step
79%|███████▉ | 8500/10770 [55:09<19:28, 1.94it/s]
1/1 [==============================] - 0s 326ms/step
79%|███████▉ | 8501/10770 [55:10<18:12, 2.08it/s]
1/1 [==============================] - 0s 348ms/step
79%|███████▉ | 8502/10770 [55:10<17:35, 2.15it/s]
1/1 [==============================] - 0s 327ms/step
79%|███████▉ | 8503/10770 [55:10<16:57, 2.23it/s]
1/1 [==============================] - 0s 328ms/step
79%|███████▉ | 8504/10770 [55:11<16:30, 2.29it/s]
1/1 [==============================] - 0s 351ms/step
79%|███████▉ | 8505/10770 [55:11<16:24, 2.30it/s]
1/1 [==============================] - 0s 320ms/step
79%|███████▉ | 8506/10770 [55:12<16:06, 2.34it/s]
1/1 [==============================] - 0s 361ms/step
79%|███████▉ | 8507/10770 [55:12<19:27, 1.94it/s]
1/1 [==============================] - 0s 216ms/step
79%|███████▉ | 8508/10770 [55:13<16:53, 2.23it/s]
1/1 [==============================] - 0s 343ms/step
79%|███████▉ | 8509/10770 [55:13<16:26, 2.29it/s]
1/1 [==============================] - 0s 335ms/step
79%|███████▉ | 8510/10770 [55:14<16:15, 2.32it/s]
1/1 [==============================] - 0s 322ms/step
79%|███████▉ | 8511/10770 [55:14<15:51, 2.37it/s]
1/1 [==============================] - 0s 347ms/step
79%|███████▉ | 8512/10770 [55:14<15:45, 2.39it/s]
1/1 [==============================] - 0s 344ms/step
79%|███████▉ | 8513/10770 [55:15<15:39, 2.40it/s]
1/1 [==============================] - 0s 330ms/step
79%|███████▉ | 8514/10770 [55:15<15:31, 2.42it/s]
1/1 [==============================] - 0s 349ms/step
79%|███████▉ | 8515/10770 [55:16<15:34, 2.41it/s]
1/1 [==============================] - 0s 332ms/step
79%|███████▉ | 8516/10770 [55:16<15:26, 2.43it/s]
1/1 [==============================] - 0s 331ms/step
79%|███████▉ | 8517/10770 [55:16<15:38, 2.40it/s]
1/1 [==============================] - 0s 331ms/step
79%|███████▉ | 8518/10770 [55:17<15:35, 2.41it/s]
1/1 [==============================] - 0s 337ms/step
79%|███████▉ | 8519/10770 [55:17<15:33, 2.41it/s]
1/1 [==============================] - 0s 346ms/step
79%|███████▉ | 8520/10770 [55:18<15:41, 2.39it/s]
1/1 [==============================] - 0s 380ms/step
79%|███████▉ | 8521/10770 [55:18<15:59, 2.34it/s]
1/1 [==============================] - 0s 410ms/step
79%|███████▉ | 8522/10770 [55:19<19:22, 1.93it/s]
1/1 [==============================] - 0s 458ms/step
79%|███████▉ | 8523/10770 [55:19<19:48, 1.89it/s]
1/1 [==============================] - 0s 420ms/step
79%|███████▉ | 8524/10770 [55:20<19:53, 1.88it/s]
1/1 [==============================] - 0s 416ms/step
79%|███████▉ | 8525/10770 [55:20<19:44, 1.90it/s]
1/1 [==============================] - 0s 406ms/step
79%|███████▉ | 8526/10770 [55:21<19:22, 1.93it/s]
1/1 [==============================] - 0s 436ms/step
79%|███████▉ | 8527/10770 [55:22<19:46, 1.89it/s]
1/1 [==============================] - 0s 379ms/step
79%|███████▉ | 8528/10770 [55:22<22:11, 1.68it/s]
1/1 [==============================] - 0s 404ms/step
79%|███████▉ | 8529/10770 [55:23<23:54, 1.56it/s]
1/1 [==============================] - 0s 398ms/step
79%|███████▉ | 8530/10770 [55:23<21:58, 1.70it/s]
1/1 [==============================] - 0s 369ms/step
79%|███████▉ | 8531/10770 [55:24<23:52, 1.56it/s]
1/1 [==============================] - 0s 223ms/step
79%|███████▉ | 8532/10770 [55:25<19:56, 1.87it/s]
1/1 [==============================] - 0s 345ms/step
79%|███████▉ | 8533/10770 [55:25<18:36, 2.00it/s]
1/1 [==============================] - 0s 340ms/step
79%|███████▉ | 8534/10770 [55:25<17:39, 2.11it/s]
1/1 [==============================] - 0s 336ms/step
79%|███████▉ | 8535/10770 [55:26<16:54, 2.20it/s]
1/1 [==============================] - 0s 365ms/step
79%|███████▉ | 8536/10770 [55:26<16:36, 2.24it/s]
1/1 [==============================] - 0s 328ms/step
79%|███████▉ | 8537/10770 [55:27<16:05, 2.31it/s]
1/1 [==============================] - 0s 340ms/step
79%|███████▉ | 8538/10770 [55:27<15:49, 2.35it/s]
1/1 [==============================] - 0s 309ms/step
79%|███████▉ | 8539/10770 [55:27<15:53, 2.34it/s]
1/1 [==============================] - 0s 334ms/step
79%|███████▉ | 8540/10770 [55:28<15:40, 2.37it/s]
1/1 [==============================] - 0s 348ms/step
79%|███████▉ | 8541/10770 [55:28<15:39, 2.37it/s]
1/1 [==============================] - 0s 332ms/step
79%|███████▉ | 8542/10770 [55:29<15:33, 2.39it/s]
1/1 [==============================] - 0s 316ms/step
79%|███████▉ | 8543/10770 [55:29<15:28, 2.40it/s]
1/1 [==============================] - 0s 327ms/step
79%|███████▉ | 8544/10770 [55:30<15:36, 2.38it/s]
1/1 [==============================] - 0s 350ms/step
79%|███████▉ | 8545/10770 [55:30<15:40, 2.37it/s]
1/1 [==============================] - 0s 354ms/step
79%|███████▉ | 8546/10770 [55:30<15:36, 2.37it/s]
1/1 [==============================] - 0s 331ms/step
79%|███████▉ | 8547/10770 [55:31<15:18, 2.42it/s]
1/1 [==============================] - 0s 351ms/step
79%|███████▉ | 8548/10770 [55:31<15:19, 2.42it/s]
1/1 [==============================] - 0s 343ms/step
79%|███████▉ | 8549/10770 [55:32<15:22, 2.41it/s]
1/1 [==============================] - 0s 335ms/step
79%|███████▉ | 8550/10770 [55:32<15:23, 2.40it/s]
1/1 [==============================] - 0s 335ms/step
79%|███████▉ | 8551/10770 [55:32<15:22, 2.40it/s]
1/1 [==============================] - 0s 326ms/step
79%|███████▉ | 8552/10770 [55:33<15:11, 2.43it/s]
1/1 [==============================] - 0s 344ms/step
79%|███████▉ | 8553/10770 [55:33<15:12, 2.43it/s]
1/1 [==============================] - 0s 346ms/step
79%|███████▉ | 8554/10770 [55:34<15:14, 2.42it/s]
1/1 [==============================] - 0s 338ms/step
79%|███████▉ | 8555/10770 [55:34<18:38, 1.98it/s]
1/1 [==============================] - 0s 384ms/step
79%|███████▉ | 8556/10770 [55:35<18:23, 2.01it/s]
1/1 [==============================] - 0s 417ms/step
79%|███████▉ | 8557/10770 [55:35<18:46, 1.96it/s]
1/1 [==============================] - 0s 429ms/step
79%|███████▉ | 8558/10770 [55:36<19:15, 1.91it/s]
1/1 [==============================] - 0s 419ms/step
79%|███████▉ | 8559/10770 [55:36<19:01, 1.94it/s]
1/1 [==============================] - 0s 412ms/step
79%|███████▉ | 8560/10770 [55:37<19:16, 1.91it/s]
1/1 [==============================] - 0s 449ms/step
79%|███████▉ | 8561/10770 [55:38<19:57, 1.85it/s]
1/1 [==============================] - 0s 452ms/step
79%|███████▉ | 8562/10770 [55:38<22:59, 1.60it/s]
1/1 [==============================] - 0s 414ms/step
80%|███████▉ | 8563/10770 [55:39<21:36, 1.70it/s]
1/1 [==============================] - 0s 375ms/step
80%|███████▉ | 8564/10770 [55:39<20:16, 1.81it/s]
1/1 [==============================] - 0s 430ms/step
80%|███████▉ | 8565/10770 [55:40<20:05, 1.83it/s]
1/1 [==============================] - 0s 398ms/step
80%|███████▉ | 8566/10770 [55:40<19:28, 1.89it/s]
1/1 [==============================] - 0s 439ms/step
80%|███████▉ | 8567/10770 [55:41<19:43, 1.86it/s]
1/1 [==============================] - 0s 347ms/step
80%|███████▉ | 8568/10770 [55:41<18:32, 1.98it/s]
1/1 [==============================] - 0s 359ms/step
80%|███████▉ | 8569/10770 [55:42<17:49, 2.06it/s]
1/1 [==============================] - 0s 367ms/step
80%|███████▉ | 8570/10770 [55:42<17:15, 2.12it/s]
1/1 [==============================] - 0s 355ms/step
80%|███████▉ | 8571/10770 [55:43<16:43, 2.19it/s]
1/1 [==============================] - 0s 375ms/step
80%|███████▉ | 8572/10770 [55:43<19:51, 1.84it/s]
1/1 [==============================] - 0s 217ms/step
80%|███████▉ | 8573/10770 [55:44<17:09, 2.13it/s]
1/1 [==============================] - 0s 353ms/step
80%|███████▉ | 8574/10770 [55:44<16:40, 2.19it/s]
1/1 [==============================] - 0s 349ms/step
80%|███████▉ | 8575/10770 [55:45<16:28, 2.22it/s]
1/1 [==============================] - 0s 325ms/step
80%|███████▉ | 8576/10770 [55:45<15:57, 2.29it/s]
1/1 [==============================] - 0s 355ms/step
80%|███████▉ | 8577/10770 [55:45<15:48, 2.31it/s]
1/1 [==============================] - 0s 340ms/step
80%|███████▉ | 8578/10770 [55:46<15:35, 2.34it/s]
1/1 [==============================] - 0s 340ms/step
80%|███████▉ | 8579/10770 [55:46<15:24, 2.37it/s]
1/1 [==============================] - 0s 324ms/step
80%|███████▉ | 8580/10770 [55:47<15:23, 2.37it/s]
1/1 [==============================] - 0s 331ms/step
80%|███████▉ | 8581/10770 [55:47<15:12, 2.40it/s]
1/1 [==============================] - 0s 340ms/step
80%|███████▉ | 8582/10770 [55:47<15:24, 2.37it/s]
1/1 [==============================] - 0s 333ms/step
80%|███████▉ | 8583/10770 [55:48<15:19, 2.38it/s]
1/1 [==============================] - 0s 334ms/step
80%|███████▉ | 8584/10770 [55:48<15:09, 2.40it/s]
1/1 [==============================] - 0s 350ms/step
80%|███████▉ | 8585/10770 [55:49<15:09, 2.40it/s]
1/1 [==============================] - 0s 345ms/step
80%|███████▉ | 8586/10770 [55:49<15:09, 2.40it/s]
1/1 [==============================] - 0s 341ms/step
80%|███████▉ | 8587/10770 [55:50<15:04, 2.41it/s]
1/1 [==============================] - 0s 338ms/step
80%|███████▉ | 8588/10770 [55:50<14:58, 2.43it/s]
1/1 [==============================] - 0s 329ms/step
80%|███████▉ | 8589/10770 [55:50<14:52, 2.44it/s]
1/1 [==============================] - 0s 342ms/step
80%|███████▉ | 8590/10770 [55:51<14:57, 2.43it/s]
1/1 [==============================] - 0s 440ms/step
80%|███████▉ | 8591/10770 [55:51<16:12, 2.24it/s]
1/1 [==============================] - 0s 402ms/step
80%|███████▉ | 8592/10770 [55:52<16:56, 2.14it/s]
1/1 [==============================] - 0s 428ms/step
80%|███████▉ | 8593/10770 [55:53<20:12, 1.80it/s]
1/1 [==============================] - 0s 433ms/step
80%|███████▉ | 8594/10770 [55:53<22:51, 1.59it/s]
1/1 [==============================] - 0s 387ms/step
80%|███████▉ | 8595/10770 [55:54<21:15, 1.71it/s]
1/1 [==============================] - 0s 452ms/step
80%|███████▉ | 8596/10770 [55:54<21:15, 1.70it/s]
1/1 [==============================] - 0s 434ms/step
80%|███████▉ | 8597/10770 [55:55<20:57, 1.73it/s]
1/1 [==============================] - 0s 422ms/step
80%|███████▉ | 8598/10770 [55:56<20:25, 1.77it/s]
1/1 [==============================] - 0s 470ms/step
80%|███████▉ | 8599/10770 [55:56<20:33, 1.76it/s]
1/1 [==============================] - 0s 406ms/step
80%|███████▉ | 8600/10770 [55:57<19:55, 1.81it/s]
1/1 [==============================] - 0s 386ms/step
80%|███████▉ | 8601/10770 [55:57<19:06, 1.89it/s]
1/1 [==============================] - 0s 359ms/step
80%|███████▉ | 8602/10770 [55:58<18:09, 1.99it/s]
1/1 [==============================] - 0s 352ms/step
80%|███████▉ | 8603/10770 [55:58<17:18, 2.09it/s]
1/1 [==============================] - 0s 333ms/step
80%|███████▉ | 8604/10770 [55:58<16:30, 2.19it/s]
1/1 [==============================] - 0s 356ms/step
80%|███████▉ | 8605/10770 [55:59<16:23, 2.20it/s]
1/1 [==============================] - 0s 355ms/step
80%|███████▉ | 8606/10770 [56:00<19:21, 1.86it/s]
1/1 [==============================] - 0s 223ms/step
80%|███████▉ | 8607/10770 [56:00<16:41, 2.16it/s]
1/1 [==============================] - 0s 334ms/step
80%|███████▉ | 8608/10770 [56:00<16:03, 2.24it/s]
1/1 [==============================] - 0s 328ms/step
80%|███████▉ | 8609/10770 [56:01<15:58, 2.25it/s]
1/1 [==============================] - 0s 331ms/step
80%|███████▉ | 8610/10770 [56:01<15:34, 2.31it/s]
1/1 [==============================] - 0s 353ms/step
80%|███████▉ | 8611/10770 [56:02<15:28, 2.33it/s]
1/1 [==============================] - 0s 339ms/step
80%|███████▉ | 8612/10770 [56:02<15:13, 2.36it/s]
1/1 [==============================] - 0s 324ms/step
80%|███████▉ | 8613/10770 [56:02<15:01, 2.39it/s]
1/1 [==============================] - 0s 344ms/step
80%|███████▉ | 8614/10770 [56:03<15:03, 2.39it/s]
1/1 [==============================] - 0s 330ms/step
80%|███████▉ | 8615/10770 [56:03<15:08, 2.37it/s]
1/1 [==============================] - 0s 342ms/step
80%|████████ | 8616/10770 [56:04<15:21, 2.34it/s]
1/1 [==============================] - 0s 329ms/step
80%|████████ | 8617/10770 [56:04<15:03, 2.38it/s]
1/1 [==============================] - 0s 334ms/step
80%|████████ | 8618/10770 [56:04<14:54, 2.40it/s]
1/1 [==============================] - 0s 355ms/step
80%|████████ | 8619/10770 [56:05<15:01, 2.39it/s]
1/1 [==============================] - 0s 332ms/step
80%|████████ | 8620/10770 [56:05<14:49, 2.42it/s]
1/1 [==============================] - 0s 345ms/step
80%|████████ | 8621/10770 [56:06<14:49, 2.42it/s]
1/1 [==============================] - 0s 336ms/step
80%|████████ | 8622/10770 [56:06<14:52, 2.41it/s]
1/1 [==============================] - 0s 334ms/step
80%|████████ | 8623/10770 [56:06<14:45, 2.43it/s]
1/1 [==============================] - 0s 366ms/step
80%|████████ | 8624/10770 [56:07<14:55, 2.40it/s]
1/1 [==============================] - 0s 390ms/step
80%|████████ | 8625/10770 [56:07<15:25, 2.32it/s]
1/1 [==============================] - 0s 406ms/step
80%|████████ | 8626/10770 [56:08<18:49, 1.90it/s]
1/1 [==============================] - 0s 449ms/step
80%|████████ | 8627/10770 [56:09<21:43, 1.64it/s]
1/1 [==============================] - 0s 404ms/step
80%|████████ | 8628/10770 [56:09<20:31, 1.74it/s]
1/1 [==============================] - 0s 456ms/step
80%|████████ | 8629/10770 [56:10<20:17, 1.76it/s]
1/1 [==============================] - 0s 418ms/step
80%|████████ | 8630/10770 [56:11<22:23, 1.59it/s]
1/1 [==============================] - 0s 403ms/step
80%|████████ | 8631/10770 [56:11<21:05, 1.69it/s]
1/1 [==============================] - 0s 424ms/step
80%|████████ | 8632/10770 [56:12<23:01, 1.55it/s]
1/1 [==============================] - 0s 385ms/step
80%|████████ | 8633/10770 [56:13<24:08, 1.47it/s]
1/1 [==============================] - 0s 238ms/step
80%|████████ | 8634/10770 [56:13<20:14, 1.76it/s]
1/1 [==============================] - 0s 352ms/step
80%|████████ | 8635/10770 [56:14<18:40, 1.90it/s]
1/1 [==============================] - 0s 358ms/step
80%|████████ | 8636/10770 [56:14<17:38, 2.02it/s]
1/1 [==============================] - 0s 346ms/step
80%|████████ | 8637/10770 [56:14<16:48, 2.12it/s]
1/1 [==============================] - 0s 322ms/step
80%|████████ | 8638/10770 [56:15<16:06, 2.21it/s]
1/1 [==============================] - 0s 338ms/step
80%|████████ | 8639/10770 [56:15<15:40, 2.27it/s]
1/1 [==============================] - 0s 324ms/step
80%|████████ | 8640/10770 [56:16<15:20, 2.31it/s]
1/1 [==============================] - 0s 325ms/step
80%|████████ | 8641/10770 [56:16<15:00, 2.36it/s]
1/1 [==============================] - 0s 348ms/step
80%|████████ | 8642/10770 [56:16<14:55, 2.38it/s]
1/1 [==============================] - 0s 325ms/step
80%|████████ | 8643/10770 [56:17<14:48, 2.39it/s]
1/1 [==============================] - 0s 344ms/step
80%|████████ | 8644/10770 [56:17<14:44, 2.40it/s]
1/1 [==============================] - 0s 323ms/step
80%|████████ | 8645/10770 [56:18<14:47, 2.39it/s]
1/1 [==============================] - 0s 353ms/step
80%|████████ | 8646/10770 [56:18<14:49, 2.39it/s]
1/1 [==============================] - 0s 348ms/step
80%|████████ | 8647/10770 [56:19<14:47, 2.39it/s]
1/1 [==============================] - 0s 347ms/step
80%|████████ | 8648/10770 [56:19<14:45, 2.40it/s]
1/1 [==============================] - 0s 328ms/step
80%|████████ | 8649/10770 [56:19<14:42, 2.40it/s]
1/1 [==============================] - 0s 357ms/step
80%|████████ | 8650/10770 [56:20<14:49, 2.38it/s]
1/1 [==============================] - 0s 337ms/step
80%|████████ | 8651/10770 [56:20<14:45, 2.39it/s]
1/1 [==============================] - 0s 361ms/step
80%|████████ | 8652/10770 [56:21<17:57, 1.97it/s]
1/1 [==============================] - 0s 223ms/step
80%|████████ | 8653/10770 [56:21<15:42, 2.25it/s]
1/1 [==============================] - 0s 342ms/step
80%|████████ | 8654/10770 [56:22<15:24, 2.29it/s]
1/1 [==============================] - 0s 333ms/step
80%|████████ | 8655/10770 [56:22<15:06, 2.33it/s]
1/1 [==============================] - 0s 349ms/step
80%|████████ | 8656/10770 [56:22<14:59, 2.35it/s]
1/1 [==============================] - 0s 383ms/step
80%|████████ | 8657/10770 [56:23<15:13, 2.31it/s]
1/1 [==============================] - 0s 376ms/step
80%|████████ | 8658/10770 [56:24<18:28, 1.90it/s]
1/1 [==============================] - 0s 353ms/step
80%|████████ | 8659/10770 [56:24<17:33, 2.00it/s]
1/1 [==============================] - 0s 418ms/step
80%|████████ | 8660/10770 [56:25<18:05, 1.94it/s]
1/1 [==============================] - 0s 388ms/step
80%|████████ | 8661/10770 [56:25<20:45, 1.69it/s]
1/1 [==============================] - 0s 445ms/step
80%|████████ | 8662/10770 [56:26<20:14, 1.74it/s]
1/1 [==============================] - 0s 352ms/step
80%|████████ | 8663/10770 [56:26<18:36, 1.89it/s]
1/1 [==============================] - 0s 352ms/step
80%|████████ | 8664/10770 [56:27<17:26, 2.01it/s]
1/1 [==============================] - 0s 408ms/step
80%|████████ | 8665/10770 [56:27<17:38, 1.99it/s]
1/1 [==============================] - 0s 433ms/step
80%|████████ | 8666/10770 [56:28<17:59, 1.95it/s]
1/1 [==============================] - 0s 383ms/step
80%|████████ | 8667/10770 [56:28<17:18, 2.03it/s]
1/1 [==============================] - 0s 435ms/step
80%|████████ | 8668/10770 [56:29<17:38, 1.99it/s]
1/1 [==============================] - 0s 444ms/step
80%|████████ | 8669/10770 [56:29<18:06, 1.93it/s]
1/1 [==============================] - 0s 344ms/step
81%|████████ | 8670/10770 [56:30<16:59, 2.06it/s]
1/1 [==============================] - 0s 356ms/step
81%|████████ | 8671/10770 [56:30<19:36, 1.78it/s]
1/1 [==============================] - 0s 366ms/step
81%|████████ | 8672/10770 [56:31<21:19, 1.64it/s]
1/1 [==============================] - 0s 223ms/step
81%|████████ | 8673/10770 [56:32<18:10, 1.92it/s]
1/1 [==============================] - 0s 325ms/step
81%|████████ | 8674/10770 [56:32<16:55, 2.07it/s]
1/1 [==============================] - 0s 356ms/step
81%|████████ | 8675/10770 [56:32<16:19, 2.14it/s]
1/1 [==============================] - 0s 333ms/step
81%|████████ | 8676/10770 [56:33<15:38, 2.23it/s]
1/1 [==============================] - 0s 347ms/step
81%|████████ | 8677/10770 [56:33<15:21, 2.27it/s]
1/1 [==============================] - 0s 355ms/step
81%|████████ | 8678/10770 [56:34<15:11, 2.30it/s]
1/1 [==============================] - 0s 327ms/step
81%|████████ | 8679/10770 [56:34<14:52, 2.34it/s]
1/1 [==============================] - 0s 348ms/step
81%|████████ | 8680/10770 [56:35<17:58, 1.94it/s]
1/1 [==============================] - 0s 228ms/step
81%|████████ | 8681/10770 [56:35<15:46, 2.21it/s]
1/1 [==============================] - 0s 343ms/step
81%|████████ | 8682/10770 [56:35<15:36, 2.23it/s]
1/1 [==============================] - 0s 351ms/step
81%|████████ | 8683/10770 [56:36<15:21, 2.26it/s]
1/1 [==============================] - 0s 342ms/step
81%|████████ | 8684/10770 [56:36<15:02, 2.31it/s]
1/1 [==============================] - 0s 344ms/step
81%|████████ | 8685/10770 [56:37<14:50, 2.34it/s]
1/1 [==============================] - 0s 338ms/step
81%|████████ | 8686/10770 [56:37<14:43, 2.36it/s]
1/1 [==============================] - 0s 328ms/step
81%|████████ | 8687/10770 [56:38<14:33, 2.38it/s]
1/1 [==============================] - 0s 348ms/step
81%|████████ | 8688/10770 [56:38<14:43, 2.36it/s]
1/1 [==============================] - 0s 344ms/step
81%|████████ | 8689/10770 [56:38<14:37, 2.37it/s]
1/1 [==============================] - 0s 354ms/step
81%|████████ | 8690/10770 [56:39<14:40, 2.36it/s]
1/1 [==============================] - 0s 357ms/step
81%|████████ | 8691/10770 [56:39<14:45, 2.35it/s]
1/1 [==============================] - 0s 421ms/step
81%|████████ | 8692/10770 [56:40<18:38, 1.86it/s]
1/1 [==============================] - 0s 395ms/step
81%|████████ | 8693/10770 [56:41<18:15, 1.90it/s]
1/1 [==============================] - 0s 413ms/step
81%|████████ | 8694/10770 [56:41<18:11, 1.90it/s]
1/1 [==============================] - 0s 428ms/step
81%|████████ | 8695/10770 [56:42<18:19, 1.89it/s]
1/1 [==============================] - 0s 437ms/step
81%|████████ | 8696/10770 [56:42<18:24, 1.88it/s]
1/1 [==============================] - 0s 446ms/step
81%|████████ | 8697/10770 [56:43<18:40, 1.85it/s]
1/1 [==============================] - 0s 411ms/step
81%|████████ | 8698/10770 [56:43<18:19, 1.88it/s]
1/1 [==============================] - 0s 447ms/step
81%|████████ | 8699/10770 [56:44<18:20, 1.88it/s]
1/1 [==============================] - 0s 378ms/step
81%|████████ | 8700/10770 [56:45<20:23, 1.69it/s]
1/1 [==============================] - 0s 414ms/step
81%|████████ | 8701/10770 [56:45<22:02, 1.56it/s]
1/1 [==============================] - 0s 352ms/step
81%|████████ | 8702/10770 [56:46<22:49, 1.51it/s]
1/1 [==============================] - 0s 220ms/step
81%|████████ | 8703/10770 [56:46<20:04, 1.72it/s]
1/1 [==============================] - 0s 244ms/step
81%|████████ | 8704/10770 [56:47<17:26, 1.97it/s]
1/1 [==============================] - 0s 351ms/step
81%|████████ | 8705/10770 [56:47<16:36, 2.07it/s]
1/1 [==============================] - 0s 348ms/step
81%|████████ | 8706/10770 [56:48<16:04, 2.14it/s]
1/1 [==============================] - 0s 347ms/step
81%|████████ | 8707/10770 [56:48<15:32, 2.21it/s]
1/1 [==============================] - 0s 361ms/step
81%|████████ | 8708/10770 [56:48<15:19, 2.24it/s]
1/1 [==============================] - 0s 353ms/step
81%|████████ | 8709/10770 [56:49<18:12, 1.89it/s]
1/1 [==============================] - 0s 227ms/step
81%|████████ | 8710/10770 [56:49<15:49, 2.17it/s]
1/1 [==============================] - 0s 336ms/step
81%|████████ | 8711/10770 [56:50<15:22, 2.23it/s]
1/1 [==============================] - 0s 329ms/step
81%|████████ | 8712/10770 [56:50<14:54, 2.30it/s]
1/1 [==============================] - 0s 347ms/step
81%|████████ | 8713/10770 [56:51<14:49, 2.31it/s]
1/1 [==============================] - 0s 339ms/step
81%|████████ | 8714/10770 [56:51<14:39, 2.34it/s]
1/1 [==============================] - 0s 331ms/step
81%|████████ | 8715/10770 [56:52<14:33, 2.35it/s]
1/1 [==============================] - 0s 357ms/step
81%|████████ | 8716/10770 [56:52<14:43, 2.32it/s]
1/1 [==============================] - 0s 344ms/step
81%|████████ | 8717/10770 [56:52<14:33, 2.35it/s]
1/1 [==============================] - 0s 353ms/step
81%|████████ | 8718/10770 [56:53<14:34, 2.35it/s]
1/1 [==============================] - 0s 339ms/step
81%|████████ | 8719/10770 [56:53<14:24, 2.37it/s]
1/1 [==============================] - 0s 346ms/step
81%|████████ | 8720/10770 [56:54<14:18, 2.39it/s]
1/1 [==============================] - 0s 364ms/step
81%|████████ | 8721/10770 [56:54<14:27, 2.36it/s]
1/1 [==============================] - 0s 346ms/step
81%|████████ | 8722/10770 [56:54<14:21, 2.38it/s]
1/1 [==============================] - 0s 355ms/step
81%|████████ | 8723/10770 [56:55<14:26, 2.36it/s]
1/1 [==============================] - 0s 359ms/step
81%|████████ | 8724/10770 [56:55<14:31, 2.35it/s]
1/1 [==============================] - 0s 433ms/step
81%|████████ | 8725/10770 [56:56<15:53, 2.14it/s]
1/1 [==============================] - 0s 431ms/step
81%|████████ | 8726/10770 [56:56<16:57, 2.01it/s]
1/1 [==============================] - 0s 418ms/step
81%|████████ | 8727/10770 [56:57<17:05, 1.99it/s]
1/1 [==============================] - 0s 433ms/step
81%|████████ | 8728/10770 [56:57<17:15, 1.97it/s]
1/1 [==============================] - 0s 453ms/step
81%|████████ | 8729/10770 [56:58<17:51, 1.90it/s]
1/1 [==============================] - 0s 391ms/step
81%|████████ | 8730/10770 [56:59<17:32, 1.94it/s]
1/1 [==============================] - 0s 421ms/step
81%|████████ | 8731/10770 [56:59<17:41, 1.92it/s]
1/1 [==============================] - 0s 416ms/step
81%|████████ | 8732/10770 [57:00<20:02, 1.70it/s]
1/1 [==============================] - 0s 450ms/step
81%|████████ | 8733/10770 [57:00<19:34, 1.73it/s]
1/1 [==============================] - 0s 406ms/step
81%|████████ | 8734/10770 [57:01<19:12, 1.77it/s]
1/1 [==============================] - 0s 437ms/step
81%|████████ | 8735/10770 [57:02<21:30, 1.58it/s]
1/1 [==============================] - 0s 376ms/step
81%|████████ | 8736/10770 [57:02<19:48, 1.71it/s]
1/1 [==============================] - 0s 363ms/step
81%|████████ | 8737/10770 [57:03<18:31, 1.83it/s]
1/1 [==============================] - 0s 358ms/step
81%|████████ | 8738/10770 [57:03<17:21, 1.95it/s]
1/1 [==============================] - 0s 362ms/step
81%|████████ | 8739/10770 [57:04<19:29, 1.74it/s]
1/1 [==============================] - 0s 224ms/step
81%|████████ | 8740/10770 [57:04<16:39, 2.03it/s]
1/1 [==============================] - 0s 338ms/step
81%|████████ | 8741/10770 [57:05<15:48, 2.14it/s]
1/1 [==============================] - 0s 331ms/step
81%|████████ | 8742/10770 [57:05<15:31, 2.18it/s]
1/1 [==============================] - 0s 341ms/step
81%|████████ | 8743/10770 [57:05<14:59, 2.25it/s]
1/1 [==============================] - 0s 350ms/step
81%|████████ | 8744/10770 [57:06<14:49, 2.28it/s]
1/1 [==============================] - 0s 322ms/step
81%|████████ | 8745/10770 [57:06<14:36, 2.31it/s]
1/1 [==============================] - 0s 328ms/step
81%|████████ | 8746/10770 [57:07<14:17, 2.36it/s]
1/1 [==============================] - 0s 354ms/step
81%|████████ | 8747/10770 [57:07<14:22, 2.34it/s]
1/1 [==============================] - 0s 334ms/step
81%|████████ | 8748/10770 [57:07<14:18, 2.36it/s]
1/1 [==============================] - 0s 369ms/step
81%|████████ | 8749/10770 [57:08<14:30, 2.32it/s]
1/1 [==============================] - 0s 329ms/step
81%|████████ | 8750/10770 [57:08<14:16, 2.36it/s]
1/1 [==============================] - 0s 331ms/step
81%|████████▏ | 8751/10770 [57:09<14:07, 2.38it/s]
1/1 [==============================] - 0s 345ms/step
81%|████████▏ | 8752/10770 [57:09<14:12, 2.37it/s]
1/1 [==============================] - 0s 336ms/step
81%|████████▏ | 8753/10770 [57:10<14:04, 2.39it/s]
1/1 [==============================] - 0s 369ms/step
81%|████████▏ | 8754/10770 [57:10<14:14, 2.36it/s]
1/1 [==============================] - 0s 350ms/step
81%|████████▏ | 8755/10770 [57:10<14:14, 2.36it/s]
1/1 [==============================] - 0s 349ms/step
81%|████████▏ | 8756/10770 [57:11<14:10, 2.37it/s]
1/1 [==============================] - 0s 339ms/step
81%|████████▏ | 8757/10770 [57:12<17:12, 1.95it/s]
1/1 [==============================] - 0s 274ms/step
81%|████████▏ | 8758/10770 [57:12<15:28, 2.17it/s]
1/1 [==============================] - 0s 431ms/step
81%|████████▏ | 8759/10770 [57:12<16:39, 2.01it/s]
1/1 [==============================] - 0s 447ms/step
81%|████████▏ | 8760/10770 [57:13<19:26, 1.72it/s]
1/1 [==============================] - 0s 395ms/step
81%|████████▏ | 8761/10770 [57:14<18:28, 1.81it/s]
1/1 [==============================] - 0s 418ms/step
81%|████████▏ | 8762/10770 [57:15<20:50, 1.61it/s]
1/1 [==============================] - 0s 473ms/step
81%|████████▏ | 8763/10770 [57:15<20:15, 1.65it/s]
1/1 [==============================] - 0s 409ms/step
81%|████████▏ | 8764/10770 [57:16<19:40, 1.70it/s]
1/1 [==============================] - 0s 427ms/step
81%|████████▏ | 8765/10770 [57:16<19:01, 1.76it/s]
1/1 [==============================] - 0s 398ms/step
81%|████████▏ | 8766/10770 [57:17<18:20, 1.82it/s]
1/1 [==============================] - 0s 423ms/step
81%|████████▏ | 8767/10770 [57:17<20:16, 1.65it/s]
1/1 [==============================] - 0s 405ms/step
81%|████████▏ | 8768/10770 [57:18<19:18, 1.73it/s]
1/1 [==============================] - 0s 349ms/step
81%|████████▏ | 8769/10770 [57:18<17:44, 1.88it/s]
1/1 [==============================] - 0s 359ms/step
81%|████████▏ | 8770/10770 [57:19<16:49, 1.98it/s]
1/1 [==============================] - 0s 355ms/step
81%|████████▏ | 8771/10770 [57:20<19:07, 1.74it/s]
1/1 [==============================] - 0s 238ms/step
81%|████████▏ | 8772/10770 [57:20<16:27, 2.02it/s]
1/1 [==============================] - 0s 344ms/step
81%|████████▏ | 8773/10770 [57:20<15:41, 2.12it/s]
1/1 [==============================] - 0s 340ms/step
81%|████████▏ | 8774/10770 [57:21<15:03, 2.21it/s]
1/1 [==============================] - 0s 341ms/step
81%|████████▏ | 8775/10770 [57:21<17:59, 1.85it/s]
1/1 [==============================] - 0s 210ms/step
81%|████████▏ | 8776/10770 [57:22<15:35, 2.13it/s]
1/1 [==============================] - 0s 323ms/step
81%|████████▏ | 8777/10770 [57:22<15:15, 2.18it/s]
1/1 [==============================] - 0s 339ms/step
82%|████████▏ | 8778/10770 [57:23<14:47, 2.25it/s]
1/1 [==============================] - 0s 363ms/step
82%|████████▏ | 8779/10770 [57:23<14:40, 2.26it/s]
1/1 [==============================] - 0s 348ms/step
82%|████████▏ | 8780/10770 [57:23<14:25, 2.30it/s]
1/1 [==============================] - 0s 322ms/step
82%|████████▏ | 8781/10770 [57:24<14:17, 2.32it/s]
1/1 [==============================] - 0s 346ms/step
82%|████████▏ | 8782/10770 [57:24<14:19, 2.31it/s]
1/1 [==============================] - 0s 339ms/step
82%|████████▏ | 8783/10770 [57:25<14:12, 2.33it/s]
1/1 [==============================] - 0s 353ms/step
82%|████████▏ | 8784/10770 [57:25<14:06, 2.35it/s]
1/1 [==============================] - 0s 344ms/step
82%|████████▏ | 8785/10770 [57:26<14:02, 2.35it/s]
1/1 [==============================] - 0s 334ms/step
82%|████████▏ | 8786/10770 [57:26<13:47, 2.40it/s]
1/1 [==============================] - 0s 354ms/step
82%|████████▏ | 8787/10770 [57:26<13:51, 2.38it/s]
1/1 [==============================] - 0s 334ms/step
82%|████████▏ | 8788/10770 [57:27<13:46, 2.40it/s]
1/1 [==============================] - 0s 350ms/step
82%|████████▏ | 8789/10770 [57:27<13:53, 2.38it/s]
1/1 [==============================] - 0s 356ms/step
82%|████████▏ | 8790/10770 [57:28<13:59, 2.36it/s]
1/1 [==============================] - 0s 369ms/step
82%|████████▏ | 8791/10770 [57:28<14:06, 2.34it/s]
1/1 [==============================] - 0s 429ms/step
82%|████████▏ | 8792/10770 [57:29<15:39, 2.11it/s]
1/1 [==============================] - 0s 423ms/step
82%|████████▏ | 8793/10770 [57:29<16:20, 2.02it/s]
1/1 [==============================] - 0s 471ms/step
82%|████████▏ | 8794/10770 [57:30<17:08, 1.92it/s]
1/1 [==============================] - 0s 433ms/step
82%|████████▏ | 8795/10770 [57:30<17:14, 1.91it/s]
1/1 [==============================] - 0s 407ms/step
82%|████████▏ | 8796/10770 [57:31<17:16, 1.90it/s]
1/1 [==============================] - 0s 404ms/step
82%|████████▏ | 8797/10770 [57:31<17:08, 1.92it/s]
1/1 [==============================] - 0s 422ms/step
82%|████████▏ | 8798/10770 [57:32<19:31, 1.68it/s]
1/1 [==============================] - 0s 467ms/step
82%|████████▏ | 8799/10770 [57:33<19:09, 1.71it/s]
1/1 [==============================] - 0s 412ms/step
82%|████████▏ | 8800/10770 [57:33<18:29, 1.78it/s]
1/1 [==============================] - 0s 469ms/step
82%|████████▏ | 8801/10770 [57:34<18:52, 1.74it/s]
1/1 [==============================] - 0s 415ms/step
82%|████████▏ | 8802/10770 [57:34<18:12, 1.80it/s]
1/1 [==============================] - 0s 409ms/step
82%|████████▏ | 8803/10770 [57:35<18:03, 1.82it/s]
1/1 [==============================] - 0s 358ms/step
82%|████████▏ | 8804/10770 [57:36<19:41, 1.66it/s]
1/1 [==============================] - 0s 250ms/step
82%|████████▏ | 8805/10770 [57:36<16:58, 1.93it/s]
1/1 [==============================] - 0s 325ms/step
82%|████████▏ | 8806/10770 [57:36<15:51, 2.06it/s]
1/1 [==============================] - 0s 340ms/step
82%|████████▏ | 8807/10770 [57:37<15:07, 2.16it/s]
1/1 [==============================] - 0s 350ms/step
82%|████████▏ | 8808/10770 [57:37<14:52, 2.20it/s]
1/1 [==============================] - 0s 329ms/step
82%|████████▏ | 8809/10770 [57:38<14:18, 2.28it/s]
1/1 [==============================] - 0s 363ms/step
82%|████████▏ | 8810/10770 [57:38<14:20, 2.28it/s]
1/1 [==============================] - 0s 336ms/step
82%|████████▏ | 8811/10770 [57:38<14:00, 2.33it/s]
1/1 [==============================] - 0s 334ms/step
82%|████████▏ | 8812/10770 [57:39<13:49, 2.36it/s]
1/1 [==============================] - 0s 361ms/step
82%|████████▏ | 8813/10770 [57:39<13:54, 2.35it/s]
1/1 [==============================] - 0s 339ms/step
82%|████████▏ | 8814/10770 [57:40<13:58, 2.33it/s]
1/1 [==============================] - 0s 373ms/step
82%|████████▏ | 8815/10770 [57:40<14:06, 2.31it/s]
1/1 [==============================] - 0s 376ms/step
82%|████████▏ | 8816/10770 [57:41<14:16, 2.28it/s]
1/1 [==============================] - 0s 349ms/step
82%|████████▏ | 8817/10770 [57:41<17:09, 1.90it/s]
1/1 [==============================] - 0s 221ms/step
82%|████████▏ | 8818/10770 [57:42<14:50, 2.19it/s]
1/1 [==============================] - 0s 335ms/step
82%|████████▏ | 8819/10770 [57:42<14:21, 2.27it/s]
1/1 [==============================] - 0s 342ms/step
82%|████████▏ | 8820/10770 [57:42<14:17, 2.28it/s]
1/1 [==============================] - 0s 331ms/step
82%|████████▏ | 8821/10770 [57:43<13:56, 2.33it/s]
1/1 [==============================] - 0s 352ms/step
82%|████████▏ | 8822/10770 [57:43<14:02, 2.31it/s]
1/1 [==============================] - 0s 330ms/step
82%|████████▏ | 8823/10770 [57:44<13:46, 2.36it/s]
1/1 [==============================] - 0s 345ms/step
82%|████████▏ | 8824/10770 [57:44<13:40, 2.37it/s]
1/1 [==============================] - 0s 345ms/step
82%|████████▏ | 8825/10770 [57:45<13:45, 2.36it/s]
1/1 [==============================] - 0s 365ms/step
82%|████████▏ | 8826/10770 [57:45<13:48, 2.35it/s]
1/1 [==============================] - 0s 441ms/step
82%|████████▏ | 8827/10770 [57:45<14:44, 2.20it/s]
1/1 [==============================] - 0s 442ms/step
82%|████████▏ | 8828/10770 [57:46<15:52, 2.04it/s]
1/1 [==============================] - 0s 409ms/step
82%|████████▏ | 8829/10770 [57:47<16:10, 2.00it/s]
1/1 [==============================] - 0s 353ms/step
82%|████████▏ | 8830/10770 [57:47<15:25, 2.10it/s]
1/1 [==============================] - 0s 415ms/step
82%|████████▏ | 8831/10770 [57:48<15:54, 2.03it/s]
1/1 [==============================] - 0s 402ms/step
82%|████████▏ | 8832/10770 [57:48<16:02, 2.01it/s]
1/1 [==============================] - 0s 453ms/step
82%|████████▏ | 8833/10770 [57:49<16:33, 1.95it/s]
1/1 [==============================] - 0s 413ms/step
82%|████████▏ | 8834/10770 [57:49<18:41, 1.73it/s]
1/1 [==============================] - 0s 362ms/step
82%|████████▏ | 8835/10770 [57:50<17:25, 1.85it/s]
1/1 [==============================] - 0s 427ms/step
82%|████████▏ | 8836/10770 [57:50<17:27, 1.85it/s]
1/1 [==============================] - 0s 488ms/step
82%|████████▏ | 8837/10770 [57:51<18:12, 1.77it/s]
1/1 [==============================] - 0s 372ms/step
82%|████████▏ | 8838/10770 [57:51<17:08, 1.88it/s]
1/1 [==============================] - 0s 374ms/step
82%|████████▏ | 8839/10770 [57:52<16:29, 1.95it/s]
1/1 [==============================] - 0s 354ms/step
82%|████████▏ | 8840/10770 [57:52<15:46, 2.04it/s]
1/1 [==============================] - 0s 352ms/step
82%|████████▏ | 8841/10770 [57:53<18:04, 1.78it/s]
1/1 [==============================] - 0s 348ms/step
82%|████████▏ | 8842/10770 [57:53<16:40, 1.93it/s]
1/1 [==============================] - 0s 357ms/step
82%|████████▏ | 8843/10770 [57:54<15:47, 2.03it/s]
1/1 [==============================] - 0s 387ms/step
82%|████████▏ | 8844/10770 [57:54<15:30, 2.07it/s]
1/1 [==============================] - 0s 354ms/step
82%|████████▏ | 8845/10770 [57:55<15:00, 2.14it/s]
1/1 [==============================] - 0s 371ms/step
82%|████████▏ | 8846/10770 [57:55<17:26, 1.84it/s]
1/1 [==============================] - 0s 222ms/step
82%|████████▏ | 8847/10770 [57:56<15:09, 2.11it/s]
1/1 [==============================] - 0s 365ms/step
82%|████████▏ | 8848/10770 [57:56<14:52, 2.15it/s]
1/1 [==============================] - 0s 356ms/step
82%|████████▏ | 8849/10770 [57:57<14:36, 2.19it/s]
1/1 [==============================] - 0s 333ms/step
82%|████████▏ | 8850/10770 [57:57<14:05, 2.27it/s]
1/1 [==============================] - 0s 357ms/step
82%|████████▏ | 8851/10770 [57:57<13:59, 2.29it/s]
1/1 [==============================] - 0s 336ms/step
82%|████████▏ | 8852/10770 [57:58<13:43, 2.33it/s]
1/1 [==============================] - 0s 358ms/step
82%|████████▏ | 8853/10770 [57:58<13:44, 2.32it/s]
1/1 [==============================] - 0s 337ms/step
82%|████████▏ | 8854/10770 [57:59<13:30, 2.36it/s]
1/1 [==============================] - 0s 331ms/step
82%|████████▏ | 8855/10770 [57:59<13:31, 2.36it/s]
1/1 [==============================] - 0s 353ms/step
82%|████████▏ | 8856/10770 [58:00<13:32, 2.36it/s]
1/1 [==============================] - 0s 339ms/step
82%|████████▏ | 8857/10770 [58:00<13:27, 2.37it/s]
1/1 [==============================] - 0s 363ms/step
82%|████████▏ | 8858/10770 [58:00<13:42, 2.32it/s]
1/1 [==============================] - 0s 341ms/step
82%|████████▏ | 8859/10770 [58:01<13:32, 2.35it/s]
1/1 [==============================] - 0s 345ms/step
82%|████████▏ | 8860/10770 [58:01<13:27, 2.37it/s]
1/1 [==============================] - 0s 389ms/step
82%|████████▏ | 8861/10770 [58:02<16:20, 1.95it/s]
1/1 [==============================] - 0s 381ms/step
82%|████████▏ | 8862/10770 [58:02<15:59, 1.99it/s]
1/1 [==============================] - 0s 364ms/step
82%|████████▏ | 8863/10770 [58:03<15:30, 2.05it/s]
1/1 [==============================] - 0s 364ms/step
82%|████████▏ | 8864/10770 [58:04<17:42, 1.79it/s]
1/1 [==============================] - 0s 425ms/step
82%|████████▏ | 8865/10770 [58:04<17:24, 1.82it/s]
1/1 [==============================] - 0s 440ms/step
82%|████████▏ | 8866/10770 [58:05<17:37, 1.80it/s]
1/1 [==============================] - 0s 478ms/step
82%|████████▏ | 8867/10770 [58:05<18:03, 1.76it/s]
1/1 [==============================] - 0s 421ms/step
82%|████████▏ | 8868/10770 [58:06<17:40, 1.79it/s]
1/1 [==============================] - 0s 450ms/step
82%|████████▏ | 8869/10770 [58:07<19:39, 1.61it/s]
1/1 [==============================] - 0s 399ms/step
82%|████████▏ | 8870/10770 [58:07<20:46, 1.52it/s]
1/1 [==============================] - 0s 417ms/step
82%|████████▏ | 8871/10770 [58:08<19:32, 1.62it/s]
1/1 [==============================] - 0s 343ms/step
82%|████████▏ | 8872/10770 [58:08<17:52, 1.77it/s]
1/1 [==============================] - 0s 351ms/step
82%|████████▏ | 8873/10770 [58:09<16:28, 1.92it/s]
1/1 [==============================] - 0s 371ms/step
82%|████████▏ | 8874/10770 [58:10<18:27, 1.71it/s]
1/1 [==============================] - 0s 226ms/step
82%|████████▏ | 8875/10770 [58:10<16:39, 1.90it/s]
1/1 [==============================] - 0s 282ms/step
82%|████████▏ | 8876/10770 [58:10<14:59, 2.11it/s]
1/1 [==============================] - 0s 364ms/step
82%|████████▏ | 8877/10770 [58:11<14:34, 2.17it/s]
1/1 [==============================] - 0s 356ms/step
82%|████████▏ | 8878/10770 [58:11<14:12, 2.22it/s]
1/1 [==============================] - 0s 362ms/step
82%|████████▏ | 8879/10770 [58:12<14:06, 2.24it/s]
1/1 [==============================] - 0s 335ms/step
82%|████████▏ | 8880/10770 [58:12<13:47, 2.28it/s]
1/1 [==============================] - 0s 358ms/step
82%|████████▏ | 8881/10770 [58:12<13:47, 2.28it/s]
1/1 [==============================] - 0s 355ms/step
82%|████████▏ | 8882/10770 [58:13<13:47, 2.28it/s]
1/1 [==============================] - 0s 338ms/step
82%|████████▏ | 8883/10770 [58:13<13:37, 2.31it/s]
1/1 [==============================] - 0s 360ms/step
82%|████████▏ | 8884/10770 [58:14<13:42, 2.29it/s]
1/1 [==============================] - 0s 358ms/step
82%|████████▏ | 8885/10770 [58:14<13:36, 2.31it/s]
1/1 [==============================] - 0s 352ms/step
83%|████████▎ | 8886/10770 [58:15<13:31, 2.32it/s]
1/1 [==============================] - 0s 327ms/step
83%|████████▎ | 8887/10770 [58:15<13:11, 2.38it/s]
1/1 [==============================] - 0s 355ms/step
83%|████████▎ | 8888/10770 [58:16<16:01, 1.96it/s]
1/1 [==============================] - 0s 228ms/step
83%|████████▎ | 8889/10770 [58:16<13:59, 2.24it/s]
1/1 [==============================] - 0s 343ms/step
83%|████████▎ | 8890/10770 [58:16<13:46, 2.28it/s]
1/1 [==============================] - 0s 349ms/step
83%|████████▎ | 8891/10770 [58:17<13:47, 2.27it/s]
1/1 [==============================] - 0s 344ms/step
83%|████████▎ | 8892/10770 [58:17<13:34, 2.31it/s]
1/1 [==============================] - 0s 355ms/step
83%|████████▎ | 8893/10770 [58:18<13:33, 2.31it/s]
1/1 [==============================] - 0s 361ms/step
83%|████████▎ | 8894/10770 [58:18<13:30, 2.31it/s]
1/1 [==============================] - 0s 390ms/step
83%|████████▎ | 8895/10770 [58:19<14:14, 2.19it/s]
1/1 [==============================] - 0s 437ms/step
83%|████████▎ | 8896/10770 [58:19<15:16, 2.04it/s]
1/1 [==============================] - 0s 380ms/step
83%|████████▎ | 8897/10770 [58:20<15:07, 2.06it/s]
1/1 [==============================] - 0s 380ms/step
83%|████████▎ | 8898/10770 [58:20<14:51, 2.10it/s]
1/1 [==============================] - 0s 370ms/step
83%|████████▎ | 8899/10770 [58:21<14:32, 2.14it/s]
1/1 [==============================] - 0s 410ms/step
83%|████████▎ | 8900/10770 [58:21<14:49, 2.10it/s]
1/1 [==============================] - 0s 389ms/step
83%|████████▎ | 8901/10770 [58:22<15:05, 2.06it/s]
1/1 [==============================] - 0s 401ms/step
83%|████████▎ | 8902/10770 [58:22<15:41, 1.98it/s]
1/1 [==============================] - 0s 451ms/step
83%|████████▎ | 8903/10770 [58:23<16:12, 1.92it/s]
1/1 [==============================] - 0s 379ms/step
83%|████████▎ | 8904/10770 [58:23<15:46, 1.97it/s]
1/1 [==============================] - 0s 400ms/step
83%|████████▎ | 8905/10770 [58:24<15:48, 1.97it/s]
1/1 [==============================] - 0s 405ms/step
83%|████████▎ | 8906/10770 [58:24<15:37, 1.99it/s]
1/1 [==============================] - 0s 392ms/step
83%|████████▎ | 8907/10770 [58:25<15:32, 2.00it/s]
1/1 [==============================] - 0s 403ms/step
83%|████████▎ | 8908/10770 [58:25<15:45, 1.97it/s]
1/1 [==============================] - 0s 363ms/step
83%|████████▎ | 8909/10770 [58:26<15:38, 1.98it/s]
1/1 [==============================] - 0s 355ms/step
83%|████████▎ | 8910/10770 [58:26<14:52, 2.08it/s]
1/1 [==============================] - 0s 357ms/step
83%|████████▎ | 8911/10770 [58:27<17:07, 1.81it/s]
1/1 [==============================] - 0s 349ms/step
83%|████████▎ | 8912/10770 [58:27<15:50, 1.96it/s]
1/1 [==============================] - 0s 377ms/step
83%|████████▎ | 8913/10770 [58:28<15:24, 2.01it/s]
1/1 [==============================] - 0s 367ms/step
83%|████████▎ | 8914/10770 [58:28<14:50, 2.08it/s]
1/1 [==============================] - 0s 363ms/step
83%|████████▎ | 8915/10770 [58:29<17:03, 1.81it/s]
1/1 [==============================] - 0s 348ms/step
83%|████████▎ | 8916/10770 [58:29<15:47, 1.96it/s]
1/1 [==============================] - 0s 366ms/step
83%|████████▎ | 8917/10770 [58:30<15:05, 2.05it/s]
1/1 [==============================] - 0s 366ms/step
83%|████████▎ | 8918/10770 [58:30<14:40, 2.10it/s]
1/1 [==============================] - 0s 362ms/step
83%|████████▎ | 8919/10770 [58:31<16:57, 1.82it/s]
1/1 [==============================] - 0s 215ms/step
83%|████████▎ | 8920/10770 [58:31<15:33, 1.98it/s]
1/1 [==============================] - 0s 268ms/step
83%|████████▎ | 8921/10770 [58:32<13:58, 2.20it/s]
1/1 [==============================] - 0s 315ms/step
83%|████████▎ | 8922/10770 [58:32<13:28, 2.28it/s]
1/1 [==============================] - 0s 357ms/step
83%|████████▎ | 8923/10770 [58:32<13:26, 2.29it/s]
1/1 [==============================] - 0s 387ms/step
83%|████████▎ | 8924/10770 [58:33<13:49, 2.22it/s]
1/1 [==============================] - 0s 345ms/step
83%|████████▎ | 8925/10770 [58:33<13:38, 2.25it/s]
1/1 [==============================] - 0s 342ms/step
83%|████████▎ | 8926/10770 [58:34<13:24, 2.29it/s]
1/1 [==============================] - 0s 338ms/step
83%|████████▎ | 8927/10770 [58:35<16:04, 1.91it/s]
1/1 [==============================] - 0s 238ms/step
83%|████████▎ | 8928/10770 [58:35<14:06, 2.17it/s]
1/1 [==============================] - 0s 348ms/step
83%|████████▎ | 8929/10770 [58:35<13:43, 2.24it/s]
1/1 [==============================] - 0s 372ms/step
83%|████████▎ | 8930/10770 [58:36<13:42, 2.24it/s]
1/1 [==============================] - 0s 388ms/step
83%|████████▎ | 8931/10770 [58:36<14:00, 2.19it/s]
1/1 [==============================] - 0s 431ms/step
83%|████████▎ | 8932/10770 [58:37<14:35, 2.10it/s]
1/1 [==============================] - 0s 414ms/step
83%|████████▎ | 8933/10770 [58:37<14:49, 2.06it/s]
1/1 [==============================] - 0s 442ms/step
83%|████████▎ | 8934/10770 [58:38<17:34, 1.74it/s]
1/1 [==============================] - 0s 419ms/step
83%|████████▎ | 8935/10770 [58:39<17:07, 1.79it/s]
1/1 [==============================] - 0s 434ms/step
83%|████████▎ | 8936/10770 [58:39<18:45, 1.63it/s]
1/1 [==============================] - 0s 452ms/step
83%|████████▎ | 8937/10770 [58:40<18:00, 1.70it/s]
1/1 [==============================] - 0s 427ms/step
83%|████████▎ | 8938/10770 [58:40<17:35, 1.74it/s]
1/1 [==============================] - 0s 393ms/step
83%|████████▎ | 8939/10770 [58:41<19:21, 1.58it/s]
1/1 [==============================] - 0s 398ms/step
83%|████████▎ | 8940/10770 [58:42<20:21, 1.50it/s]
1/1 [==============================] - 0s 365ms/step
83%|████████▎ | 8941/10770 [58:43<20:54, 1.46it/s]
1/1 [==============================] - 0s 220ms/step
83%|████████▎ | 8942/10770 [58:43<17:17, 1.76it/s]
1/1 [==============================] - 0s 339ms/step
83%|████████▎ | 8943/10770 [58:43<15:53, 1.92it/s]
1/1 [==============================] - 0s 343ms/step
83%|████████▎ | 8944/10770 [58:44<15:01, 2.02it/s]
1/1 [==============================] - 0s 349ms/step
83%|████████▎ | 8945/10770 [58:44<14:19, 2.12it/s]
1/1 [==============================] - 0s 363ms/step
83%|████████▎ | 8946/10770 [58:45<14:05, 2.16it/s]
1/1 [==============================] - 0s 334ms/step
83%|████████▎ | 8947/10770 [58:45<13:34, 2.24it/s]
1/1 [==============================] - 0s 349ms/step
83%|████████▎ | 8948/10770 [58:45<13:18, 2.28it/s]
1/1 [==============================] - 0s 342ms/step
83%|████████▎ | 8949/10770 [58:46<13:16, 2.28it/s]
1/1 [==============================] - 0s 345ms/step
83%|████████▎ | 8950/10770 [58:46<13:05, 2.32it/s]
1/1 [==============================] - 0s 360ms/step
83%|████████▎ | 8951/10770 [58:47<13:03, 2.32it/s]
1/1 [==============================] - 0s 346ms/step
83%|████████▎ | 8952/10770 [58:47<15:39, 1.94it/s]
1/1 [==============================] - 0s 240ms/step
83%|████████▎ | 8953/10770 [58:48<13:48, 2.19it/s]
1/1 [==============================] - 0s 350ms/step
83%|████████▎ | 8954/10770 [58:48<13:30, 2.24it/s]
1/1 [==============================] - 0s 344ms/step
83%|████████▎ | 8955/10770 [58:49<13:12, 2.29it/s]
1/1 [==============================] - 0s 359ms/step
83%|████████▎ | 8956/10770 [58:49<13:22, 2.26it/s]
1/1 [==============================] - 0s 334ms/step
83%|████████▎ | 8957/10770 [58:49<13:10, 2.29it/s]
1/1 [==============================] - 0s 362ms/step
83%|████████▎ | 8958/10770 [58:50<13:09, 2.30it/s]
1/1 [==============================] - 0s 345ms/step
83%|████████▎ | 8959/10770 [58:50<13:05, 2.31it/s]
1/1 [==============================] - 0s 338ms/step
83%|████████▎ | 8960/10770 [58:51<12:49, 2.35it/s]
1/1 [==============================] - 0s 329ms/step
83%|████████▎ | 8961/10770 [58:51<12:48, 2.35it/s]
1/1 [==============================] - 0s 338ms/step
83%|████████▎ | 8962/10770 [58:52<12:38, 2.38it/s]
1/1 [==============================] - 0s 395ms/step
83%|████████▎ | 8963/10770 [58:52<13:03, 2.31it/s]
1/1 [==============================] - 0s 395ms/step
83%|████████▎ | 8964/10770 [58:52<13:18, 2.26it/s]
1/1 [==============================] - 0s 401ms/step
83%|████████▎ | 8965/10770 [58:53<16:11, 1.86it/s]
1/1 [==============================] - 0s 387ms/step
83%|████████▎ | 8966/10770 [58:54<18:01, 1.67it/s]
1/1 [==============================] - 0s 372ms/step
83%|████████▎ | 8967/10770 [58:54<16:47, 1.79it/s]
1/1 [==============================] - 0s 400ms/step
83%|████████▎ | 8968/10770 [58:55<18:43, 1.60it/s]
1/1 [==============================] - 0s 431ms/step
83%|████████▎ | 8969/10770 [58:56<17:42, 1.70it/s]
1/1 [==============================] - 0s 389ms/step
83%|████████▎ | 8970/10770 [58:56<16:35, 1.81it/s]
1/1 [==============================] - 0s 433ms/step
83%|████████▎ | 8971/10770 [58:57<16:41, 1.80it/s]
1/1 [==============================] - 0s 414ms/step
83%|████████▎ | 8972/10770 [58:57<16:29, 1.82it/s]
1/1 [==============================] - 0s 406ms/step
83%|████████▎ | 8973/10770 [58:58<18:35, 1.61it/s]
1/1 [==============================] - 0s 328ms/step
83%|████████▎ | 8974/10770 [58:58<16:32, 1.81it/s]
1/1 [==============================] - 0s 362ms/step
83%|████████▎ | 8975/10770 [58:59<15:25, 1.94it/s]
1/1 [==============================] - 0s 341ms/step
83%|████████▎ | 8976/10770 [58:59<14:34, 2.05it/s]
1/1 [==============================] - 0s 358ms/step
83%|████████▎ | 8977/10770 [59:00<14:11, 2.10it/s]
1/1 [==============================] - 0s 330ms/step
83%|████████▎ | 8978/10770 [59:00<13:33, 2.20it/s]
1/1 [==============================] - 0s 384ms/step
83%|████████▎ | 8979/10770 [59:01<13:47, 2.16it/s]
1/1 [==============================] - 0s 344ms/step
83%|████████▎ | 8980/10770 [59:01<13:22, 2.23it/s]
1/1 [==============================] - 0s 338ms/step
83%|████████▎ | 8981/10770 [59:01<13:01, 2.29it/s]
1/1 [==============================] - 0s 324ms/step
83%|████████▎ | 8982/10770 [59:02<12:53, 2.31it/s]
1/1 [==============================] - 0s 349ms/step
83%|████████▎ | 8983/10770 [59:02<12:45, 2.34it/s]
1/1 [==============================] - 0s 362ms/step
83%|████████▎ | 8984/10770 [59:03<12:46, 2.33it/s]
1/1 [==============================] - 0s 350ms/step
83%|████████▎ | 8985/10770 [59:03<12:42, 2.34it/s]
1/1 [==============================] - 0s 346ms/step
83%|████████▎ | 8986/10770 [59:04<12:35, 2.36it/s]
1/1 [==============================] - 0s 339ms/step
83%|████████▎ | 8987/10770 [59:04<12:43, 2.34it/s]
1/1 [==============================] - 0s 328ms/step
83%|████████▎ | 8988/10770 [59:04<12:24, 2.39it/s]
1/1 [==============================] - 0s 361ms/step
83%|████████▎ | 8989/10770 [59:05<12:33, 2.36it/s]
1/1 [==============================] - 0s 347ms/step
83%|████████▎ | 8990/10770 [59:05<12:37, 2.35it/s]
1/1 [==============================] - 0s 354ms/step
83%|████████▎ | 8991/10770 [59:06<12:35, 2.35it/s]
1/1 [==============================] - 0s 350ms/step
83%|████████▎ | 8992/10770 [59:06<12:34, 2.36it/s]
1/1 [==============================] - 0s 342ms/step
84%|████████▎ | 8993/10770 [59:07<12:28, 2.37it/s]
1/1 [==============================] - 0s 370ms/step
84%|████████▎ | 8994/10770 [59:07<12:38, 2.34it/s]
1/1 [==============================] - 0s 336ms/step
84%|████████▎ | 8995/10770 [59:07<12:28, 2.37it/s]
1/1 [==============================] - 0s 331ms/step
84%|████████▎ | 8996/10770 [59:08<12:23, 2.39it/s]
1/1 [==============================] - 0s 366ms/step
84%|████████▎ | 8997/10770 [59:08<12:53, 2.29it/s]
1/1 [==============================] - 0s 399ms/step
84%|████████▎ | 8998/10770 [59:09<13:23, 2.20it/s]
1/1 [==============================] - 0s 398ms/step
84%|████████▎ | 8999/10770 [59:09<13:52, 2.13it/s]
1/1 [==============================] - 0s 439ms/step
84%|████████▎ | 9000/10770 [59:10<14:45, 2.00it/s]
1/1 [==============================] - 0s 395ms/step
84%|████████▎ | 9001/10770 [59:10<14:39, 2.01it/s]
1/1 [==============================] - 0s 409ms/step
84%|████████▎ | 9002/10770 [59:11<17:00, 1.73it/s]
1/1 [==============================] - 0s 445ms/step
84%|████████▎ | 9003/10770 [59:12<16:42, 1.76it/s]
1/1 [==============================] - 0s 440ms/step
84%|████████▎ | 9004/10770 [59:12<16:36, 1.77it/s]
1/1 [==============================] - 0s 414ms/step
84%|████████▎ | 9005/10770 [59:13<15:58, 1.84it/s]
1/1 [==============================] - 0s 391ms/step
84%|████████▎ | 9006/10770 [59:13<15:32, 1.89it/s]
1/1 [==============================] - 0s 412ms/step
84%|████████▎ | 9007/10770 [59:14<17:43, 1.66it/s]
1/1 [==============================] - 0s 408ms/step
84%|████████▎ | 9008/10770 [59:14<16:46, 1.75it/s]
1/1 [==============================] - 0s 383ms/step
84%|████████▎ | 9009/10770 [59:15<16:01, 1.83it/s]
1/1 [==============================] - 0s 354ms/step
84%|████████▎ | 9010/10770 [59:15<14:54, 1.97it/s]
1/1 [==============================] - 0s 358ms/step
84%|████████▎ | 9011/10770 [59:16<14:24, 2.04it/s]
1/1 [==============================] - 0s 357ms/step
84%|████████▎ | 9012/10770 [59:17<16:43, 1.75it/s]
1/1 [==============================] - 0s 363ms/step
84%|████████▎ | 9013/10770 [59:17<15:29, 1.89it/s]
1/1 [==============================] - 0s 361ms/step
84%|████████▎ | 9014/10770 [59:17<14:37, 2.00it/s]
1/1 [==============================] - 0s 356ms/step
84%|████████▎ | 9015/10770 [59:18<16:48, 1.74it/s]
1/1 [==============================] - 0s 226ms/step
84%|████████▎ | 9016/10770 [59:18<14:20, 2.04it/s]
1/1 [==============================] - 0s 355ms/step
84%|████████▎ | 9017/10770 [59:19<13:46, 2.12it/s]
1/1 [==============================] - 0s 348ms/step
84%|████████▎ | 9018/10770 [59:19<13:15, 2.20it/s]
1/1 [==============================] - 0s 357ms/step
84%|████████▎ | 9019/10770 [59:20<12:59, 2.25it/s]
1/1 [==============================] - 0s 350ms/step
84%|████████▍ | 9020/10770 [59:20<12:47, 2.28it/s]
1/1 [==============================] - 0s 334ms/step
84%|████████▍ | 9021/10770 [59:21<15:13, 1.92it/s]
1/1 [==============================] - 0s 224ms/step
84%|████████▍ | 9022/10770 [59:21<13:14, 2.20it/s]
1/1 [==============================] - 0s 331ms/step
84%|████████▍ | 9023/10770 [59:22<12:53, 2.26it/s]
1/1 [==============================] - 0s 360ms/step
84%|████████▍ | 9024/10770 [59:22<12:46, 2.28it/s]
1/1 [==============================] - 0s 345ms/step
84%|████████▍ | 9025/10770 [59:22<12:31, 2.32it/s]
1/1 [==============================] - 0s 362ms/step
84%|████████▍ | 9026/10770 [59:23<12:27, 2.33it/s]
1/1 [==============================] - 0s 344ms/step
84%|████████▍ | 9027/10770 [59:23<12:19, 2.36it/s]
1/1 [==============================] - 0s 351ms/step
84%|████████▍ | 9028/10770 [59:24<12:19, 2.36it/s]
1/1 [==============================] - 0s 372ms/step
84%|████████▍ | 9029/10770 [59:24<12:26, 2.33it/s]
1/1 [==============================] - 0s 360ms/step
84%|████████▍ | 9030/10770 [59:25<12:29, 2.32it/s]
1/1 [==============================] - 0s 399ms/step
84%|████████▍ | 9031/10770 [59:25<14:56, 1.94it/s]
1/1 [==============================] - 0s 379ms/step
84%|████████▍ | 9032/10770 [59:26<14:34, 1.99it/s]
1/1 [==============================] - 0s 374ms/step
84%|████████▍ | 9033/10770 [59:26<14:13, 2.04it/s]
1/1 [==============================] - 0s 370ms/step
84%|████████▍ | 9034/10770 [59:27<13:54, 2.08it/s]
1/1 [==============================] - 0s 362ms/step
84%|████████▍ | 9035/10770 [59:27<13:27, 2.15it/s]
1/1 [==============================] - 0s 403ms/step
84%|████████▍ | 9036/10770 [59:28<13:44, 2.10it/s]
1/1 [==============================] - 0s 420ms/step
84%|████████▍ | 9037/10770 [59:28<13:56, 2.07it/s]
1/1 [==============================] - 0s 357ms/step
84%|████████▍ | 9038/10770 [59:29<13:29, 2.14it/s]
1/1 [==============================] - 0s 358ms/step
84%|████████▍ | 9039/10770 [59:29<13:07, 2.20it/s]
1/1 [==============================] - 0s 432ms/step
84%|████████▍ | 9040/10770 [59:30<13:57, 2.07it/s]
1/1 [==============================] - 0s 405ms/step
84%|████████▍ | 9041/10770 [59:30<13:50, 2.08it/s]
1/1 [==============================] - 0s 450ms/step
84%|████████▍ | 9042/10770 [59:31<14:15, 2.02it/s]
1/1 [==============================] - 0s 375ms/step
84%|████████▍ | 9043/10770 [59:31<16:29, 1.74it/s]
1/1 [==============================] - 0s 406ms/step
84%|████████▍ | 9044/10770 [59:32<15:47, 1.82it/s]
1/1 [==============================] - 0s 366ms/step
84%|████████▍ | 9045/10770 [59:33<17:28, 1.64it/s]
1/1 [==============================] - 0s 349ms/step
84%|████████▍ | 9046/10770 [59:33<16:03, 1.79it/s]
1/1 [==============================] - 0s 356ms/step
84%|████████▍ | 9047/10770 [59:33<14:55, 1.92it/s]
1/1 [==============================] - 0s 374ms/step
84%|████████▍ | 9048/10770 [59:34<16:41, 1.72it/s]
1/1 [==============================] - 0s 363ms/step
84%|████████▍ | 9049/10770 [59:35<15:24, 1.86it/s]
1/1 [==============================] - 0s 356ms/step
84%|████████▍ | 9050/10770 [59:35<14:26, 1.98it/s]
1/1 [==============================] - 0s 353ms/step
84%|████████▍ | 9051/10770 [59:35<13:49, 2.07it/s]
1/1 [==============================] - 0s 354ms/step
84%|████████▍ | 9052/10770 [59:36<13:26, 2.13it/s]
1/1 [==============================] - 0s 351ms/step
84%|████████▍ | 9053/10770 [59:36<12:59, 2.20it/s]
1/1 [==============================] - 0s 353ms/step
84%|████████▍ | 9054/10770 [59:37<12:45, 2.24it/s]
1/1 [==============================] - 0s 361ms/step
84%|████████▍ | 9055/10770 [59:37<12:39, 2.26it/s]
1/1 [==============================] - 0s 358ms/step
84%|████████▍ | 9056/10770 [59:38<12:42, 2.25it/s]
1/1 [==============================] - 0s 378ms/step
84%|████████▍ | 9057/10770 [59:38<12:45, 2.24it/s]
1/1 [==============================] - 0s 362ms/step
84%|████████▍ | 9058/10770 [59:38<12:39, 2.26it/s]
1/1 [==============================] - 0s 341ms/step
84%|████████▍ | 9059/10770 [59:39<12:27, 2.29it/s]
1/1 [==============================] - 0s 353ms/step
84%|████████▍ | 9060/10770 [59:39<12:19, 2.31it/s]
1/1 [==============================] - 0s 344ms/step
84%|████████▍ | 9061/10770 [59:40<12:08, 2.35it/s]
1/1 [==============================] - 0s 372ms/step
84%|████████▍ | 9062/10770 [59:40<12:20, 2.31it/s]
1/1 [==============================] - 0s 335ms/step
84%|████████▍ | 9063/10770 [59:41<12:12, 2.33it/s]
1/1 [==============================] - 0s 346ms/step
84%|████████▍ | 9064/10770 [59:41<12:07, 2.34it/s]
1/1 [==============================] - 0s 365ms/step
84%|████████▍ | 9065/10770 [59:41<12:14, 2.32it/s]
1/1 [==============================] - 0s 375ms/step
84%|████████▍ | 9066/10770 [59:42<12:47, 2.22it/s]
1/1 [==============================] - 0s 397ms/step
84%|████████▍ | 9067/10770 [59:42<13:12, 2.15it/s]
1/1 [==============================] - 0s 419ms/step
84%|████████▍ | 9068/10770 [59:43<15:50, 1.79it/s]
1/1 [==============================] - 0s 407ms/step
84%|████████▍ | 9069/10770 [59:44<15:18, 1.85it/s]
1/1 [==============================] - 0s 391ms/step
84%|████████▍ | 9070/10770 [59:45<17:18, 1.64it/s]
1/1 [==============================] - 0s 372ms/step
84%|████████▍ | 9071/10770 [59:45<16:03, 1.76it/s]
1/1 [==============================] - 0s 399ms/step
84%|████████▍ | 9072/10770 [59:46<17:22, 1.63it/s]
1/1 [==============================] - 0s 404ms/step
84%|████████▍ | 9073/10770 [59:46<16:23, 1.72it/s]
1/1 [==============================] - 0s 430ms/step
84%|████████▍ | 9074/10770 [59:47<17:47, 1.59it/s]
1/1 [==============================] - 0s 463ms/step
84%|████████▍ | 9075/10770 [59:48<18:50, 1.50it/s]
1/1 [==============================] - 0s 357ms/step
84%|████████▍ | 9076/10770 [59:48<17:02, 1.66it/s]
1/1 [==============================] - 0s 338ms/step
84%|████████▍ | 9077/10770 [59:49<15:21, 1.84it/s]
1/1 [==============================] - 0s 341ms/step
84%|████████▍ | 9078/10770 [59:49<14:26, 1.95it/s]
1/1 [==============================] - 0s 327ms/step
84%|████████▍ | 9079/10770 [59:49<13:30, 2.09it/s]
1/1 [==============================] - 0s 359ms/step
84%|████████▍ | 9080/10770 [59:50<15:31, 1.81it/s]
1/1 [==============================] - 0s 232ms/step
84%|████████▍ | 9081/10770 [59:50<13:32, 2.08it/s]
1/1 [==============================] - 0s 365ms/step
84%|████████▍ | 9082/10770 [59:51<13:06, 2.14it/s]
1/1 [==============================] - 0s 348ms/step
84%|████████▍ | 9083/10770 [59:51<12:40, 2.22it/s]
1/1 [==============================] - 0s 340ms/step
84%|████████▍ | 9084/10770 [59:52<12:18, 2.28it/s]
1/1 [==============================] - 0s 362ms/step
84%|████████▍ | 9085/10770 [59:52<12:14, 2.29it/s]
1/1 [==============================] - 0s 344ms/step
84%|████████▍ | 9086/10770 [59:53<12:04, 2.32it/s]
1/1 [==============================] - 0s 370ms/step
84%|████████▍ | 9087/10770 [59:53<12:08, 2.31it/s]
1/1 [==============================] - 0s 342ms/step
84%|████████▍ | 9088/10770 [59:53<11:58, 2.34it/s]
1/1 [==============================] - 0s 341ms/step
84%|████████▍ | 9089/10770 [59:54<12:01, 2.33it/s]
1/1 [==============================] - 0s 359ms/step
84%|████████▍ | 9090/10770 [59:54<12:05, 2.32it/s]
1/1 [==============================] - 0s 339ms/step
84%|████████▍ | 9091/10770 [59:55<12:04, 2.32it/s]
1/1 [==============================] - 0s 362ms/step
84%|████████▍ | 9092/10770 [59:55<12:03, 2.32it/s]
1/1 [==============================] - 0s 346ms/step
84%|████████▍ | 9093/10770 [59:56<11:59, 2.33it/s]
1/1 [==============================] - 0s 346ms/step
84%|████████▍ | 9094/10770 [59:56<11:51, 2.36it/s]
1/1 [==============================] - 0s 361ms/step
84%|████████▍ | 9095/10770 [59:56<11:58, 2.33it/s]
1/1 [==============================] - 0s 349ms/step
84%|████████▍ | 9096/10770 [59:57<14:21, 1.94it/s]
1/1 [==============================] - 0s 218ms/step
84%|████████▍ | 9097/10770 [59:57<12:34, 2.22it/s]
1/1 [==============================] - 0s 331ms/step
84%|████████▍ | 9098/10770 [59:58<12:14, 2.28it/s]
1/1 [==============================] - 0s 390ms/step
84%|████████▍ | 9099/10770 [59:58<12:49, 2.17it/s]
1/1 [==============================] - 0s 399ms/step
84%|████████▍ | 9100/10770 [59:59<13:16, 2.10it/s]
1/1 [==============================] - 0s 423ms/step
85%|████████▍ | 9101/10770 [59:59<13:23, 2.08it/s]
1/1 [==============================] - 0s 432ms/step
85%|████████▍ | 9102/10770 [1:00:00<16:06, 1.73it/s]
1/1 [==============================] - 0s 431ms/step
85%|████████▍ | 9103/10770 [1:00:01<15:30, 1.79it/s]
1/1 [==============================] - 0s 415ms/step
85%|████████▍ | 9104/10770 [1:00:01<14:58, 1.85it/s]
1/1 [==============================] - 0s 446ms/step
85%|████████▍ | 9105/10770 [1:00:02<16:45, 1.66it/s]
1/1 [==============================] - 0s 420ms/step
85%|████████▍ | 9106/10770 [1:00:02<16:02, 1.73it/s]
1/1 [==============================] - 0s 405ms/step
85%|████████▍ | 9107/10770 [1:00:03<17:33, 1.58it/s]
1/1 [==============================] - 0s 408ms/step
85%|████████▍ | 9108/10770 [1:00:04<18:27, 1.50it/s]
1/1 [==============================] - 0s 371ms/step
85%|████████▍ | 9109/10770 [1:00:04<16:50, 1.64it/s]
1/1 [==============================] - 0s 384ms/step
85%|████████▍ | 9110/10770 [1:00:05<15:32, 1.78it/s]
1/1 [==============================] - 0s 364ms/step
85%|████████▍ | 9111/10770 [1:00:05<14:40, 1.88it/s]
1/1 [==============================] - 0s 343ms/step
85%|████████▍ | 9112/10770 [1:00:06<13:41, 2.02it/s]
1/1 [==============================] - 0s 364ms/step
85%|████████▍ | 9113/10770 [1:00:06<13:10, 2.10it/s]
1/1 [==============================] - 0s 338ms/step
85%|████████▍ | 9114/10770 [1:00:07<12:40, 2.18it/s]
1/1 [==============================] - 0s 355ms/step
85%|████████▍ | 9115/10770 [1:00:07<14:45, 1.87it/s]
1/1 [==============================] - 0s 235ms/step
85%|████████▍ | 9116/10770 [1:00:08<12:53, 2.14it/s]
1/1 [==============================] - 0s 363ms/step
85%|████████▍ | 9117/10770 [1:00:08<12:38, 2.18it/s]
1/1 [==============================] - 0s 345ms/step
85%|████████▍ | 9118/10770 [1:00:08<12:21, 2.23it/s]
1/1 [==============================] - 0s 322ms/step
85%|████████▍ | 9119/10770 [1:00:09<11:50, 2.32it/s]
1/1 [==============================] - 0s 361ms/step
85%|████████▍ | 9120/10770 [1:00:09<11:49, 2.33it/s]
1/1 [==============================] - 0s 345ms/step
85%|████████▍ | 9121/10770 [1:00:10<11:41, 2.35it/s]
1/1 [==============================] - 0s 342ms/step
85%|████████▍ | 9122/10770 [1:00:10<11:43, 2.34it/s]
1/1 [==============================] - 0s 333ms/step
85%|████████▍ | 9123/10770 [1:00:11<11:42, 2.34it/s]
1/1 [==============================] - 0s 338ms/step
85%|████████▍ | 9124/10770 [1:00:11<11:34, 2.37it/s]
1/1 [==============================] - 0s 359ms/step
85%|████████▍ | 9125/10770 [1:00:11<11:36, 2.36it/s]
1/1 [==============================] - 0s 381ms/step
85%|████████▍ | 9126/10770 [1:00:12<14:04, 1.95it/s]
1/1 [==============================] - 0s 238ms/step
85%|████████▍ | 9127/10770 [1:00:12<12:23, 2.21it/s]
1/1 [==============================] - 0s 341ms/step
85%|████████▍ | 9128/10770 [1:00:13<12:01, 2.27it/s]
1/1 [==============================] - 0s 343ms/step
85%|████████▍ | 9129/10770 [1:00:13<11:48, 2.32it/s]
1/1 [==============================] - 0s 341ms/step
85%|████████▍ | 9130/10770 [1:00:14<11:50, 2.31it/s]
1/1 [==============================] - 0s 349ms/step
85%|████████▍ | 9131/10770 [1:00:14<11:42, 2.33it/s]
1/1 [==============================] - 0s 400ms/step
85%|████████▍ | 9132/10770 [1:00:15<12:08, 2.25it/s]
1/1 [==============================] - 0s 392ms/step
85%|████████▍ | 9133/10770 [1:00:15<14:40, 1.86it/s]
1/1 [==============================] - 0s 449ms/step
85%|████████▍ | 9134/10770 [1:00:16<16:43, 1.63it/s]
1/1 [==============================] - 0s 444ms/step
85%|████████▍ | 9135/10770 [1:00:17<16:07, 1.69it/s]
1/1 [==============================] - 0s 405ms/step
85%|████████▍ | 9136/10770 [1:00:17<17:23, 1.57it/s]
1/1 [==============================] - 0s 420ms/step
85%|████████▍ | 9137/10770 [1:00:18<18:07, 1.50it/s]
1/1 [==============================] - 0s 407ms/step
85%|████████▍ | 9138/10770 [1:00:19<16:50, 1.62it/s]
1/1 [==============================] - 0s 433ms/step
85%|████████▍ | 9139/10770 [1:00:19<17:52, 1.52it/s]
1/1 [==============================] - 0s 367ms/step
85%|████████▍ | 9140/10770 [1:00:20<16:23, 1.66it/s]
1/1 [==============================] - 0s 343ms/step
85%|████████▍ | 9141/10770 [1:00:20<14:57, 1.82it/s]
1/1 [==============================] - 0s 353ms/step
85%|████████▍ | 9142/10770 [1:00:21<13:53, 1.95it/s]
1/1 [==============================] - 0s 364ms/step
85%|████████▍ | 9143/10770 [1:00:21<13:13, 2.05it/s]
1/1 [==============================] - 0s 331ms/step
85%|████████▍ | 9144/10770 [1:00:22<12:42, 2.13it/s]
1/1 [==============================] - 0s 376ms/step
85%|████████▍ | 9145/10770 [1:00:22<12:36, 2.15it/s]
1/1 [==============================] - 0s 343ms/step
85%|████████▍ | 9146/10770 [1:00:22<12:15, 2.21it/s]
1/1 [==============================] - 0s 345ms/step
85%|████████▍ | 9147/10770 [1:00:23<12:03, 2.24it/s]
1/1 [==============================] - 0s 353ms/step
85%|████████▍ | 9148/10770 [1:00:23<11:51, 2.28it/s]
1/1 [==============================] - 0s 348ms/step
85%|████████▍ | 9149/10770 [1:00:24<11:38, 2.32it/s]
1/1 [==============================] - 0s 365ms/step
85%|████████▍ | 9150/10770 [1:00:24<11:37, 2.32it/s]
1/1 [==============================] - 0s 351ms/step
85%|████████▍ | 9151/10770 [1:00:25<11:36, 2.33it/s]
1/1 [==============================] - 0s 358ms/step
85%|████████▍ | 9152/10770 [1:00:25<13:54, 1.94it/s]
1/1 [==============================] - 0s 218ms/step
85%|████████▍ | 9153/10770 [1:00:26<12:02, 2.24it/s]
1/1 [==============================] - 0s 349ms/step
85%|████████▍ | 9154/10770 [1:00:26<11:47, 2.28it/s]
1/1 [==============================] - 0s 347ms/step
85%|████████▌ | 9155/10770 [1:00:26<11:42, 2.30it/s]
1/1 [==============================] - 0s 363ms/step
85%|████████▌ | 9156/10770 [1:00:27<14:00, 1.92it/s]
1/1 [==============================] - 0s 238ms/step
85%|████████▌ | 9157/10770 [1:00:27<12:17, 2.19it/s]
1/1 [==============================] - 0s 335ms/step
85%|████████▌ | 9158/10770 [1:00:28<11:57, 2.25it/s]
1/1 [==============================] - 0s 341ms/step
85%|████████▌ | 9159/10770 [1:00:28<11:38, 2.31it/s]
1/1 [==============================] - 0s 322ms/step
85%|████████▌ | 9160/10770 [1:00:29<11:34, 2.32it/s]
1/1 [==============================] - 0s 360ms/step
85%|████████▌ | 9161/10770 [1:00:29<11:35, 2.31it/s]
1/1 [==============================] - 0s 360ms/step
85%|████████▌ | 9162/10770 [1:00:30<11:34, 2.32it/s]
1/1 [==============================] - 0s 380ms/step
85%|████████▌ | 9163/10770 [1:00:30<11:46, 2.27it/s]
1/1 [==============================] - 0s 404ms/step
85%|████████▌ | 9164/10770 [1:00:31<12:12, 2.19it/s]
1/1 [==============================] - 0s 415ms/step
85%|████████▌ | 9165/10770 [1:00:31<12:34, 2.13it/s]
1/1 [==============================] - 0s 416ms/step
85%|████████▌ | 9166/10770 [1:00:32<13:15, 2.02it/s]
1/1 [==============================] - 0s 392ms/step
85%|████████▌ | 9167/10770 [1:00:32<13:13, 2.02it/s]
1/1 [==============================] - 0s 456ms/step
85%|████████▌ | 9168/10770 [1:00:33<15:32, 1.72it/s]
1/1 [==============================] - 0s 376ms/step
85%|████████▌ | 9169/10770 [1:00:34<16:48, 1.59it/s]
1/1 [==============================] - 0s 424ms/step
85%|████████▌ | 9170/10770 [1:00:34<16:07, 1.65it/s]
1/1 [==============================] - 0s 414ms/step
85%|████████▌ | 9171/10770 [1:00:35<15:30, 1.72it/s]
1/1 [==============================] - 0s 432ms/step
85%|████████▌ | 9172/10770 [1:00:35<17:10, 1.55it/s]
1/1 [==============================] - 0s 434ms/step
85%|████████▌ | 9173/10770 [1:00:36<16:15, 1.64it/s]
1/1 [==============================] - 0s 404ms/step
85%|████████▌ | 9174/10770 [1:00:37<15:31, 1.71it/s]
1/1 [==============================] - 0s 365ms/step
85%|████████▌ | 9175/10770 [1:00:37<16:35, 1.60it/s]
1/1 [==============================] - 0s 245ms/step
85%|████████▌ | 9176/10770 [1:00:38<14:05, 1.88it/s]
1/1 [==============================] - 0s 349ms/step
85%|████████▌ | 9177/10770 [1:00:38<13:19, 1.99it/s]
1/1 [==============================] - 0s 342ms/step
85%|████████▌ | 9178/10770 [1:00:38<12:41, 2.09it/s]
1/1 [==============================] - 0s 340ms/step
85%|████████▌ | 9179/10770 [1:00:39<12:06, 2.19it/s]
1/1 [==============================] - 0s 362ms/step
85%|████████▌ | 9180/10770 [1:00:39<11:56, 2.22it/s]
1/1 [==============================] - 0s 346ms/step
85%|████████▌ | 9181/10770 [1:00:40<11:41, 2.27it/s]
1/1 [==============================] - 0s 360ms/step
85%|████████▌ | 9182/10770 [1:00:40<13:52, 1.91it/s]
1/1 [==============================] - 0s 219ms/step
85%|████████▌ | 9183/10770 [1:00:41<12:03, 2.19it/s]
1/1 [==============================] - 0s 360ms/step
85%|████████▌ | 9184/10770 [1:00:41<11:49, 2.24it/s]
1/1 [==============================] - 0s 355ms/step
85%|████████▌ | 9185/10770 [1:00:42<11:40, 2.26it/s]
1/1 [==============================] - 0s 352ms/step
85%|████████▌ | 9186/10770 [1:00:42<11:35, 2.28it/s]
1/1 [==============================] - 0s 363ms/step
85%|████████▌ | 9187/10770 [1:00:42<11:32, 2.29it/s]
1/1 [==============================] - 0s 392ms/step
85%|████████▌ | 9188/10770 [1:00:43<13:56, 1.89it/s]
1/1 [==============================] - 0s 237ms/step
85%|████████▌ | 9189/10770 [1:00:43<12:16, 2.15it/s]
1/1 [==============================] - 0s 343ms/step
85%|████████▌ | 9190/10770 [1:00:44<11:55, 2.21it/s]
1/1 [==============================] - 0s 360ms/step
85%|████████▌ | 9191/10770 [1:00:44<11:44, 2.24it/s]
1/1 [==============================] - 0s 345ms/step
85%|████████▌ | 9192/10770 [1:00:45<11:30, 2.28it/s]
1/1 [==============================] - 0s 356ms/step
85%|████████▌ | 9193/10770 [1:00:45<11:23, 2.31it/s]
1/1 [==============================] - 0s 370ms/step
85%|████████▌ | 9194/10770 [1:00:46<11:28, 2.29it/s]
1/1 [==============================] - 0s 348ms/step
85%|████████▌ | 9195/10770 [1:00:46<11:17, 2.32it/s]
1/1 [==============================] - 0s 392ms/step
85%|████████▌ | 9196/10770 [1:00:46<11:31, 2.28it/s]
1/1 [==============================] - 0s 435ms/step
85%|████████▌ | 9197/10770 [1:00:47<14:13, 1.84it/s]
1/1 [==============================] - 0s 411ms/step
85%|████████▌ | 9198/10770 [1:00:48<13:54, 1.88it/s]
1/1 [==============================] - 0s 462ms/step
85%|████████▌ | 9199/10770 [1:00:48<14:18, 1.83it/s]
1/1 [==============================] - 0s 462ms/step
85%|████████▌ | 9200/10770 [1:00:49<14:32, 1.80it/s]
1/1 [==============================] - 0s 447ms/step
85%|████████▌ | 9201/10770 [1:00:49<14:29, 1.80it/s]
1/1 [==============================] - 0s 370ms/step
85%|████████▌ | 9202/10770 [1:00:50<13:47, 1.89it/s]
1/1 [==============================] - 0s 354ms/step
85%|████████▌ | 9203/10770 [1:00:51<15:20, 1.70it/s]
1/1 [==============================] - 0s 408ms/step
85%|████████▌ | 9204/10770 [1:00:51<14:31, 1.80it/s]
1/1 [==============================] - 0s 404ms/step
85%|████████▌ | 9205/10770 [1:00:52<16:07, 1.62it/s]
1/1 [==============================] - 0s 393ms/step
85%|████████▌ | 9206/10770 [1:00:52<14:56, 1.75it/s]
1/1 [==============================] - 0s 430ms/step
85%|████████▌ | 9207/10770 [1:00:53<14:42, 1.77it/s]
1/1 [==============================] - 0s 359ms/step
85%|████████▌ | 9208/10770 [1:00:53<13:40, 1.90it/s]
1/1 [==============================] - 0s 343ms/step
86%|████████▌ | 9209/10770 [1:00:54<12:56, 2.01it/s]
1/1 [==============================] - 0s 392ms/step
86%|████████▌ | 9210/10770 [1:00:54<12:47, 2.03it/s]
1/1 [==============================] - 0s 351ms/step
86%|████████▌ | 9211/10770 [1:00:55<12:18, 2.11it/s]
1/1 [==============================] - 0s 329ms/step
86%|████████▌ | 9212/10770 [1:00:55<11:42, 2.22it/s]
1/1 [==============================] - 0s 361ms/step
86%|████████▌ | 9213/10770 [1:00:56<11:33, 2.25it/s]
1/1 [==============================] - 0s 345ms/step
86%|████████▌ | 9214/10770 [1:00:56<11:19, 2.29it/s]
1/1 [==============================] - 0s 347ms/step
86%|████████▌ | 9215/10770 [1:00:56<11:08, 2.33it/s]
1/1 [==============================] - 0s 355ms/step
86%|████████▌ | 9216/10770 [1:00:57<11:06, 2.33it/s]
1/1 [==============================] - 0s 363ms/step
86%|████████▌ | 9217/10770 [1:00:57<11:09, 2.32it/s]
1/1 [==============================] - 0s 329ms/step
86%|████████▌ | 9218/10770 [1:00:58<10:57, 2.36it/s]
1/1 [==============================] - 0s 343ms/step
86%|████████▌ | 9219/10770 [1:00:58<10:53, 2.37it/s]
1/1 [==============================] - 0s 355ms/step
86%|████████▌ | 9220/10770 [1:00:59<10:56, 2.36it/s]
1/1 [==============================] - 0s 346ms/step
86%|████████▌ | 9221/10770 [1:00:59<10:58, 2.35it/s]
1/1 [==============================] - 0s 352ms/step
86%|████████▌ | 9222/10770 [1:00:59<10:58, 2.35it/s]
1/1 [==============================] - 0s 337ms/step
86%|████████▌ | 9223/10770 [1:01:00<10:50, 2.38it/s]
1/1 [==============================] - 0s 345ms/step
86%|████████▌ | 9224/10770 [1:01:00<10:50, 2.38it/s]
1/1 [==============================] - 0s 347ms/step
86%|████████▌ | 9225/10770 [1:01:01<10:59, 2.34it/s]
1/1 [==============================] - 0s 337ms/step
86%|████████▌ | 9226/10770 [1:01:01<10:49, 2.38it/s]
1/1 [==============================] - 0s 354ms/step
86%|████████▌ | 9227/10770 [1:01:01<10:51, 2.37it/s]
1/1 [==============================] - 0s 350ms/step
86%|████████▌ | 9228/10770 [1:01:02<10:49, 2.37it/s]
1/1 [==============================] - 0s 342ms/step
86%|████████▌ | 9229/10770 [1:01:02<10:47, 2.38it/s]
1/1 [==============================] - 0s 357ms/step
86%|████████▌ | 9230/10770 [1:01:03<13:03, 1.96it/s]
1/1 [==============================] - 0s 401ms/step
86%|████████▌ | 9231/10770 [1:01:04<12:55, 1.98it/s]
1/1 [==============================] - 0s 444ms/step
86%|████████▌ | 9232/10770 [1:01:04<13:17, 1.93it/s]
1/1 [==============================] - 0s 429ms/step
86%|████████▌ | 9233/10770 [1:01:05<13:26, 1.91it/s]
1/1 [==============================] - 0s 405ms/step
86%|████████▌ | 9234/10770 [1:01:05<13:21, 1.92it/s]
1/1 [==============================] - 0s 426ms/step
86%|████████▌ | 9235/10770 [1:01:06<13:24, 1.91it/s]
1/1 [==============================] - 0s 431ms/step
86%|████████▌ | 9236/10770 [1:01:06<13:30, 1.89it/s]
1/1 [==============================] - 0s 368ms/step
86%|████████▌ | 9237/10770 [1:01:07<13:05, 1.95it/s]
1/1 [==============================] - 0s 414ms/step
86%|████████▌ | 9238/10770 [1:01:07<13:09, 1.94it/s]
1/1 [==============================] - 0s 365ms/step
86%|████████▌ | 9239/10770 [1:01:08<14:58, 1.70it/s]
1/1 [==============================] - 0s 425ms/step
86%|████████▌ | 9240/10770 [1:01:08<14:30, 1.76it/s]
1/1 [==============================] - 0s 449ms/step
86%|████████▌ | 9241/10770 [1:01:09<14:14, 1.79it/s]
1/1 [==============================] - 0s 356ms/step
86%|████████▌ | 9242/10770 [1:01:09<13:13, 1.92it/s]
1/1 [==============================] - 0s 371ms/step
86%|████████▌ | 9243/10770 [1:01:10<14:52, 1.71it/s]
1/1 [==============================] - 0s 368ms/step
86%|████████▌ | 9244/10770 [1:01:11<13:47, 1.84it/s]
1/1 [==============================] - 0s 364ms/step
86%|████████▌ | 9245/10770 [1:01:11<15:08, 1.68it/s]
1/1 [==============================] - 0s 216ms/step
86%|████████▌ | 9246/10770 [1:01:12<12:46, 1.99it/s]
1/1 [==============================] - 0s 355ms/step
86%|████████▌ | 9247/10770 [1:01:12<12:09, 2.09it/s]
1/1 [==============================] - 0s 367ms/step
86%|████████▌ | 9248/10770 [1:01:12<12:02, 2.11it/s]
1/1 [==============================] - 0s 333ms/step
86%|████████▌ | 9249/10770 [1:01:13<11:42, 2.17it/s]
1/1 [==============================] - 0s 350ms/step
86%|████████▌ | 9250/10770 [1:01:13<11:26, 2.22it/s]
1/1 [==============================] - 0s 343ms/step
86%|████████▌ | 9251/10770 [1:01:14<11:09, 2.27it/s]
1/1 [==============================] - 0s 350ms/step
86%|████████▌ | 9252/10770 [1:01:14<11:03, 2.29it/s]
1/1 [==============================] - 0s 334ms/step
86%|████████▌ | 9253/10770 [1:01:15<10:58, 2.30it/s]
1/1 [==============================] - 0s 338ms/step
86%|████████▌ | 9254/10770 [1:01:15<10:52, 2.33it/s]
1/1 [==============================] - 0s 350ms/step
86%|████████▌ | 9255/10770 [1:01:15<10:49, 2.33it/s]
1/1 [==============================] - 0s 331ms/step
86%|████████▌ | 9256/10770 [1:01:16<10:36, 2.38it/s]
1/1 [==============================] - 0s 368ms/step
86%|████████▌ | 9257/10770 [1:01:16<10:44, 2.35it/s]
1/1 [==============================] - 0s 346ms/step
86%|████████▌ | 9258/10770 [1:01:17<10:43, 2.35it/s]
1/1 [==============================] - 0s 343ms/step
86%|████████▌ | 9259/10770 [1:01:17<10:37, 2.37it/s]
1/1 [==============================] - 0s 355ms/step
86%|████████▌ | 9260/10770 [1:01:18<10:41, 2.35it/s]
1/1 [==============================] - 0s 341ms/step
86%|████████▌ | 9261/10770 [1:01:18<10:37, 2.37it/s]
1/1 [==============================] - 0s 335ms/step
86%|████████▌ | 9262/10770 [1:01:18<10:30, 2.39it/s]
1/1 [==============================] - 0s 335ms/step
86%|████████▌ | 9263/10770 [1:01:19<10:35, 2.37it/s]
1/1 [==============================] - 0s 406ms/step
86%|████████▌ | 9264/10770 [1:01:20<13:13, 1.90it/s]
1/1 [==============================] - 0s 396ms/step
86%|████████▌ | 9265/10770 [1:01:20<12:52, 1.95it/s]
1/1 [==============================] - 0s 470ms/step
86%|████████▌ | 9266/10770 [1:01:21<13:28, 1.86it/s]
1/1 [==============================] - 0s 417ms/step
86%|████████▌ | 9267/10770 [1:01:21<13:04, 1.92it/s]
1/1 [==============================] - 0s 395ms/step
86%|████████▌ | 9268/10770 [1:01:22<12:44, 1.97it/s]
1/1 [==============================] - 0s 427ms/step
86%|████████▌ | 9269/10770 [1:01:22<12:49, 1.95it/s]
1/1 [==============================] - 0s 425ms/step
86%|████████▌ | 9270/10770 [1:01:23<14:36, 1.71it/s]
1/1 [==============================] - 0s 472ms/step
86%|████████▌ | 9271/10770 [1:01:24<15:59, 1.56it/s]
1/1 [==============================] - 0s 408ms/step
86%|████████▌ | 9272/10770 [1:01:24<16:54, 1.48it/s]
1/1 [==============================] - 0s 356ms/step
86%|████████▌ | 9273/10770 [1:01:25<15:14, 1.64it/s]
1/1 [==============================] - 0s 353ms/step
86%|████████▌ | 9274/10770 [1:01:25<14:07, 1.76it/s]
1/1 [==============================] - 0s 329ms/step
86%|████████▌ | 9275/10770 [1:01:26<12:53, 1.93it/s]
1/1 [==============================] - 0s 350ms/step
86%|████████▌ | 9276/10770 [1:01:26<12:14, 2.03it/s]
1/1 [==============================] - 0s 337ms/step
86%|████████▌ | 9277/10770 [1:01:27<11:38, 2.14it/s]
1/1 [==============================] - 0s 335ms/step
86%|████████▌ | 9278/10770 [1:01:27<11:09, 2.23it/s]
1/1 [==============================] - 0s 346ms/step
86%|████████▌ | 9279/10770 [1:01:27<11:07, 2.23it/s]
1/1 [==============================] - 0s 339ms/step
86%|████████▌ | 9280/10770 [1:01:28<10:52, 2.28it/s]
1/1 [==============================] - 0s 356ms/step
86%|████████▌ | 9281/10770 [1:01:29<12:58, 1.91it/s]
1/1 [==============================] - 0s 225ms/step
86%|████████▌ | 9282/10770 [1:01:29<11:17, 2.20it/s]
1/1 [==============================] - 0s 372ms/step
86%|████████▌ | 9283/10770 [1:01:29<11:10, 2.22it/s]
1/1 [==============================] - 0s 345ms/step
86%|████████▌ | 9284/10770 [1:01:30<10:54, 2.27it/s]
1/1 [==============================] - 0s 337ms/step
86%|████████▌ | 9285/10770 [1:01:30<10:40, 2.32it/s]
1/1 [==============================] - 0s 349ms/step
86%|████████▌ | 9286/10770 [1:01:31<10:36, 2.33it/s]
1/1 [==============================] - 0s 323ms/step
86%|████████▌ | 9287/10770 [1:01:31<10:28, 2.36it/s]
1/1 [==============================] - 0s 345ms/step
86%|████████▌ | 9288/10770 [1:01:31<10:34, 2.33it/s]
1/1 [==============================] - 0s 343ms/step
86%|████████▌ | 9289/10770 [1:01:32<10:29, 2.35it/s]
1/1 [==============================] - 0s 356ms/step
86%|████████▋ | 9290/10770 [1:01:32<10:30, 2.35it/s]
1/1 [==============================] - 0s 359ms/step
86%|████████▋ | 9291/10770 [1:01:33<10:32, 2.34it/s]
1/1 [==============================] - 0s 344ms/step
86%|████████▋ | 9292/10770 [1:01:33<12:48, 1.92it/s]
1/1 [==============================] - 0s 224ms/step
86%|████████▋ | 9293/10770 [1:01:34<11:07, 2.21it/s]
1/1 [==============================] - 0s 333ms/step
86%|████████▋ | 9294/10770 [1:01:34<10:52, 2.26it/s]
1/1 [==============================] - 0s 356ms/step
86%|████████▋ | 9295/10770 [1:01:35<10:47, 2.28it/s]
1/1 [==============================] - 0s 369ms/step
86%|████████▋ | 9296/10770 [1:01:35<10:51, 2.26it/s]
1/1 [==============================] - 0s 450ms/step
86%|████████▋ | 9297/10770 [1:01:36<13:17, 1.85it/s]
1/1 [==============================] - 0s 369ms/step
86%|████████▋ | 9298/10770 [1:01:37<14:51, 1.65it/s]
1/1 [==============================] - 0s 394ms/step
86%|████████▋ | 9299/10770 [1:01:37<13:55, 1.76it/s]
1/1 [==============================] - 0s 415ms/step
86%|████████▋ | 9300/10770 [1:01:38<13:32, 1.81it/s]
1/1 [==============================] - 0s 382ms/step
86%|████████▋ | 9301/10770 [1:01:38<13:00, 1.88it/s]
1/1 [==============================] - 0s 368ms/step
86%|████████▋ | 9302/10770 [1:01:39<14:28, 1.69it/s]
1/1 [==============================] - 0s 411ms/step
86%|████████▋ | 9303/10770 [1:01:39<13:45, 1.78it/s]
1/1 [==============================] - 0s 350ms/step
86%|████████▋ | 9304/10770 [1:01:40<12:49, 1.91it/s]
1/1 [==============================] - 0s 399ms/step
86%|████████▋ | 9305/10770 [1:01:40<12:30, 1.95it/s]
1/1 [==============================] - 0s 395ms/step
86%|████████▋ | 9306/10770 [1:01:41<12:23, 1.97it/s]
1/1 [==============================] - 0s 417ms/step
86%|████████▋ | 9307/10770 [1:01:41<12:23, 1.97it/s]
1/1 [==============================] - 0s 410ms/step
86%|████████▋ | 9308/10770 [1:01:42<12:30, 1.95it/s]
1/1 [==============================] - 0s 360ms/step
86%|████████▋ | 9309/10770 [1:01:42<12:01, 2.03it/s]
1/1 [==============================] - 0s 353ms/step
86%|████████▋ | 9310/10770 [1:01:43<11:32, 2.11it/s]
1/1 [==============================] - 0s 378ms/step
86%|████████▋ | 9311/10770 [1:01:43<13:31, 1.80it/s]
1/1 [==============================] - 0s 357ms/step
86%|████████▋ | 9312/10770 [1:01:44<12:53, 1.88it/s]
1/1 [==============================] - 0s 339ms/step
86%|████████▋ | 9313/10770 [1:01:44<12:00, 2.02it/s]
1/1 [==============================] - 0s 363ms/step
86%|████████▋ | 9314/10770 [1:01:45<11:40, 2.08it/s]
1/1 [==============================] - 0s 352ms/step
86%|████████▋ | 9315/10770 [1:01:45<11:13, 2.16it/s]
1/1 [==============================] - 0s 374ms/step
86%|████████▋ | 9316/10770 [1:01:46<11:07, 2.18it/s]
1/1 [==============================] - 0s 345ms/step
87%|████████▋ | 9317/10770 [1:01:46<10:47, 2.24it/s]
1/1 [==============================] - 0s 374ms/step
87%|████████▋ | 9318/10770 [1:01:46<10:46, 2.25it/s]
1/1 [==============================] - 0s 356ms/step
87%|████████▋ | 9319/10770 [1:01:47<10:38, 2.27it/s]
1/1 [==============================] - 0s 372ms/step
87%|████████▋ | 9320/10770 [1:01:48<12:48, 1.89it/s]
1/1 [==============================] - 0s 222ms/step
87%|████████▋ | 9321/10770 [1:01:48<11:05, 2.18it/s]
1/1 [==============================] - 0s 339ms/step
87%|████████▋ | 9322/10770 [1:01:48<10:42, 2.25it/s]
1/1 [==============================] - 0s 357ms/step
87%|████████▋ | 9323/10770 [1:01:49<12:41, 1.90it/s]
1/1 [==============================] - 0s 226ms/step
87%|████████▋ | 9324/10770 [1:01:49<10:59, 2.19it/s]
1/1 [==============================] - 0s 350ms/step
87%|████████▋ | 9325/10770 [1:01:50<10:43, 2.25it/s]
1/1 [==============================] - 0s 346ms/step
87%|████████▋ | 9326/10770 [1:01:50<10:32, 2.28it/s]
1/1 [==============================] - 0s 346ms/step
87%|████████▋ | 9327/10770 [1:01:51<10:21, 2.32it/s]
1/1 [==============================] - 0s 330ms/step
87%|████████▋ | 9328/10770 [1:01:51<10:19, 2.33it/s]
1/1 [==============================] - 0s 346ms/step
87%|████████▋ | 9329/10770 [1:01:51<10:11, 2.36it/s]
1/1 [==============================] - 0s 405ms/step
87%|████████▋ | 9330/10770 [1:01:52<10:31, 2.28it/s]
1/1 [==============================] - 0s 381ms/step
87%|████████▋ | 9331/10770 [1:01:52<10:49, 2.22it/s]
1/1 [==============================] - 1s 513ms/step
87%|████████▋ | 9332/10770 [1:01:53<12:08, 1.97it/s]
1/1 [==============================] - 0s 452ms/step
87%|████████▋ | 9333/10770 [1:01:54<14:18, 1.67it/s]
1/1 [==============================] - 0s 422ms/step
87%|████████▋ | 9334/10770 [1:01:54<13:43, 1.74it/s]
1/1 [==============================] - 0s 455ms/step
87%|████████▋ | 9335/10770 [1:01:55<15:19, 1.56it/s]
1/1 [==============================] - 0s 402ms/step
87%|████████▋ | 9336/10770 [1:01:56<14:15, 1.68it/s]
1/1 [==============================] - 0s 449ms/step
87%|████████▋ | 9337/10770 [1:01:56<14:06, 1.69it/s]
1/1 [==============================] - 0s 406ms/step
87%|████████▋ | 9338/10770 [1:01:57<13:29, 1.77it/s]
1/1 [==============================] - 0s 364ms/step
87%|████████▋ | 9339/10770 [1:01:57<14:41, 1.62it/s]
1/1 [==============================] - 0s 411ms/step
87%|████████▋ | 9340/10770 [1:01:58<13:50, 1.72it/s]
1/1 [==============================] - 0s 355ms/step
87%|████████▋ | 9341/10770 [1:01:58<12:41, 1.88it/s]
1/1 [==============================] - 0s 349ms/step
87%|████████▋ | 9342/10770 [1:01:59<11:59, 1.98it/s]
1/1 [==============================] - 0s 357ms/step
87%|████████▋ | 9343/10770 [1:01:59<11:29, 2.07it/s]
1/1 [==============================] - 0s 375ms/step
87%|████████▋ | 9344/10770 [1:02:00<11:18, 2.10it/s]
1/1 [==============================] - 0s 347ms/step
87%|████████▋ | 9345/10770 [1:02:00<10:54, 2.18it/s]
1/1 [==============================] - 0s 367ms/step
87%|████████▋ | 9346/10770 [1:02:01<12:48, 1.85it/s]
1/1 [==============================] - 0s 221ms/step
87%|████████▋ | 9347/10770 [1:02:01<11:01, 2.15it/s]
1/1 [==============================] - 0s 358ms/step
87%|████████▋ | 9348/10770 [1:02:02<10:48, 2.19it/s]
1/1 [==============================] - 0s 342ms/step
87%|████████▋ | 9349/10770 [1:02:02<10:29, 2.26it/s]
1/1 [==============================] - 0s 341ms/step
87%|████████▋ | 9350/10770 [1:02:02<10:16, 2.30it/s]
1/1 [==============================] - 0s 351ms/step
87%|████████▋ | 9351/10770 [1:02:03<10:11, 2.32it/s]
1/1 [==============================] - 0s 345ms/step
87%|████████▋ | 9352/10770 [1:02:03<10:09, 2.33it/s]
1/1 [==============================] - 0s 352ms/step
87%|████████▋ | 9353/10770 [1:02:04<10:17, 2.29it/s]
1/1 [==============================] - 0s 340ms/step
87%|████████▋ | 9354/10770 [1:02:04<10:07, 2.33it/s]
1/1 [==============================] - 0s 335ms/step
87%|████████▋ | 9355/10770 [1:02:04<10:01, 2.35it/s]
1/1 [==============================] - 0s 358ms/step
87%|████████▋ | 9356/10770 [1:02:05<10:01, 2.35it/s]
1/1 [==============================] - 0s 346ms/step
87%|████████▋ | 9357/10770 [1:02:05<09:57, 2.37it/s]
1/1 [==============================] - 0s 352ms/step
87%|████████▋ | 9358/10770 [1:02:06<09:56, 2.37it/s]
1/1 [==============================] - 0s 348ms/step
87%|████████▋ | 9359/10770 [1:02:06<09:56, 2.36it/s]
1/1 [==============================] - 0s 341ms/step
87%|████████▋ | 9360/10770 [1:02:07<09:53, 2.38it/s]
1/1 [==============================] - 0s 373ms/step
87%|████████▋ | 9361/10770 [1:02:07<10:05, 2.33it/s]
1/1 [==============================] - 0s 356ms/step
87%|████████▋ | 9362/10770 [1:02:07<10:01, 2.34it/s]
1/1 [==============================] - 0s 393ms/step
87%|████████▋ | 9363/10770 [1:02:08<10:16, 2.28it/s]
1/1 [==============================] - 0s 383ms/step
87%|████████▋ | 9364/10770 [1:02:08<10:36, 2.21it/s]
1/1 [==============================] - 0s 432ms/step
87%|████████▋ | 9365/10770 [1:02:09<11:03, 2.12it/s]
1/1 [==============================] - 0s 413ms/step
87%|████████▋ | 9366/10770 [1:02:09<11:28, 2.04it/s]
1/1 [==============================] - 0s 437ms/step
87%|████████▋ | 9367/10770 [1:02:10<11:43, 1.99it/s]
1/1 [==============================] - 0s 426ms/step
87%|████████▋ | 9368/10770 [1:02:11<11:52, 1.97it/s]
1/1 [==============================] - 0s 443ms/step
87%|████████▋ | 9369/10770 [1:02:11<13:47, 1.69it/s]
1/1 [==============================] - 0s 395ms/step
87%|████████▋ | 9370/10770 [1:02:12<13:02, 1.79it/s]
1/1 [==============================] - 0s 409ms/step
87%|████████▋ | 9371/10770 [1:02:12<12:28, 1.87it/s]
1/1 [==============================] - 0s 419ms/step
87%|████████▋ | 9372/10770 [1:02:13<12:10, 1.91it/s]
1/1 [==============================] - 0s 439ms/step
87%|████████▋ | 9373/10770 [1:02:13<12:04, 1.93it/s]
1/1 [==============================] - 0s 451ms/step
87%|████████▋ | 9374/10770 [1:02:14<13:55, 1.67it/s]
1/1 [==============================] - 0s 414ms/step
87%|████████▋ | 9375/10770 [1:02:15<13:23, 1.74it/s]
1/1 [==============================] - 0s 355ms/step
87%|████████▋ | 9376/10770 [1:02:15<12:20, 1.88it/s]
1/1 [==============================] - 0s 354ms/step
87%|████████▋ | 9377/10770 [1:02:15<11:36, 2.00it/s]
1/1 [==============================] - 0s 350ms/step
87%|████████▋ | 9378/10770 [1:02:16<11:08, 2.08it/s]
1/1 [==============================] - 0s 351ms/step
87%|████████▋ | 9379/10770 [1:02:17<12:50, 1.81it/s]
1/1 [==============================] - 0s 365ms/step
87%|████████▋ | 9380/10770 [1:02:17<12:00, 1.93it/s]
1/1 [==============================] - 0s 355ms/step
87%|████████▋ | 9381/10770 [1:02:17<11:21, 2.04it/s]
1/1 [==============================] - 0s 372ms/step
87%|████████▋ | 9382/10770 [1:02:18<11:02, 2.09it/s]
1/1 [==============================] - 0s 353ms/step
87%|████████▋ | 9383/10770 [1:02:18<10:40, 2.17it/s]
1/1 [==============================] - 0s 374ms/step
87%|████████▋ | 9384/10770 [1:02:19<10:32, 2.19it/s]
1/1 [==============================] - 0s 344ms/step
87%|████████▋ | 9385/10770 [1:02:20<12:24, 1.86it/s]
1/1 [==============================] - 0s 233ms/step
87%|████████▋ | 9386/10770 [1:02:20<10:51, 2.12it/s]
1/1 [==============================] - 0s 338ms/step
87%|████████▋ | 9387/10770 [1:02:20<10:26, 2.21it/s]
1/1 [==============================] - 0s 353ms/step
87%|████████▋ | 9388/10770 [1:02:21<10:16, 2.24it/s]
1/1 [==============================] - 0s 335ms/step
87%|████████▋ | 9389/10770 [1:02:21<10:15, 2.25it/s]
1/1 [==============================] - 0s 337ms/step
87%|████████▋ | 9390/10770 [1:02:22<09:59, 2.30it/s]
1/1 [==============================] - 0s 357ms/step
87%|████████▋ | 9391/10770 [1:02:22<09:55, 2.31it/s]
1/1 [==============================] - 0s 349ms/step
87%|████████▋ | 9392/10770 [1:02:22<09:50, 2.33it/s]
1/1 [==============================] - 0s 350ms/step
87%|████████▋ | 9393/10770 [1:02:23<09:49, 2.33it/s]
1/1 [==============================] - 0s 335ms/step
87%|████████▋ | 9394/10770 [1:02:23<09:56, 2.31it/s]
1/1 [==============================] - 0s 351ms/step
87%|████████▋ | 9395/10770 [1:02:24<09:50, 2.33it/s]
1/1 [==============================] - 0s 354ms/step
87%|████████▋ | 9396/10770 [1:02:24<09:48, 2.34it/s]
1/1 [==============================] - 0s 319ms/step
87%|████████▋ | 9397/10770 [1:02:24<09:44, 2.35it/s]
1/1 [==============================] - 0s 379ms/step
87%|████████▋ | 9398/10770 [1:02:25<11:50, 1.93it/s]
1/1 [==============================] - 0s 426ms/step
87%|████████▋ | 9399/10770 [1:02:26<11:53, 1.92it/s]
1/1 [==============================] - 0s 429ms/step
87%|████████▋ | 9400/10770 [1:02:26<11:44, 1.95it/s]
1/1 [==============================] - 0s 396ms/step
87%|████████▋ | 9401/10770 [1:02:27<11:37, 1.96it/s]
1/1 [==============================] - 0s 415ms/step
87%|████████▋ | 9402/10770 [1:02:27<11:30, 1.98it/s]
1/1 [==============================] - 0s 406ms/step
87%|████████▋ | 9403/10770 [1:02:28<11:23, 2.00it/s]
1/1 [==============================] - 0s 369ms/step
87%|████████▋ | 9404/10770 [1:02:28<10:57, 2.08it/s]
1/1 [==============================] - 0s 372ms/step
87%|████████▋ | 9405/10770 [1:02:29<10:44, 2.12it/s]
1/1 [==============================] - 0s 439ms/step
87%|████████▋ | 9406/10770 [1:02:29<11:18, 2.01it/s]
1/1 [==============================] - 0s 395ms/step
87%|████████▋ | 9407/10770 [1:02:30<11:26, 1.99it/s]
1/1 [==============================] - 0s 423ms/step
87%|████████▋ | 9408/10770 [1:02:30<11:50, 1.92it/s]
1/1 [==============================] - 0s 454ms/step
87%|████████▋ | 9409/10770 [1:02:31<12:12, 1.86it/s]
1/1 [==============================] - 0s 448ms/step
87%|████████▋ | 9410/10770 [1:02:31<12:24, 1.83it/s]
1/1 [==============================] - 0s 356ms/step
87%|████████▋ | 9411/10770 [1:02:32<11:45, 1.93it/s]
1/1 [==============================] - 0s 359ms/step
87%|████████▋ | 9412/10770 [1:02:32<11:07, 2.04it/s]
1/1 [==============================] - 0s 370ms/step
87%|████████▋ | 9413/10770 [1:02:33<10:45, 2.10it/s]
1/1 [==============================] - 0s 368ms/step
87%|████████▋ | 9414/10770 [1:02:33<10:31, 2.15it/s]
1/1 [==============================] - 0s 359ms/step
87%|████████▋ | 9415/10770 [1:02:34<12:15, 1.84it/s]
1/1 [==============================] - 0s 369ms/step
87%|████████▋ | 9416/10770 [1:02:34<11:32, 1.96it/s]
1/1 [==============================] - 0s 356ms/step
87%|████████▋ | 9417/10770 [1:02:35<12:57, 1.74it/s]
1/1 [==============================] - 0s 336ms/step
87%|████████▋ | 9418/10770 [1:02:35<11:48, 1.91it/s]
1/1 [==============================] - 0s 350ms/step
87%|████████▋ | 9419/10770 [1:02:36<11:12, 2.01it/s]
1/1 [==============================] - 0s 341ms/step
87%|████████▋ | 9420/10770 [1:02:36<10:38, 2.11it/s]
1/1 [==============================] - 0s 342ms/step
87%|████████▋ | 9421/10770 [1:02:37<10:13, 2.20it/s]
1/1 [==============================] - 0s 323ms/step
87%|████████▋ | 9422/10770 [1:02:37<10:03, 2.23it/s]
1/1 [==============================] - 0s 342ms/step
87%|████████▋ | 9423/10770 [1:02:38<09:51, 2.28it/s]
1/1 [==============================] - 0s 359ms/step
88%|████████▊ | 9424/10770 [1:02:38<09:51, 2.28it/s]
1/1 [==============================] - 0s 337ms/step
88%|████████▊ | 9425/10770 [1:02:38<09:36, 2.33it/s]
1/1 [==============================] - 0s 352ms/step
88%|████████▊ | 9426/10770 [1:02:39<09:33, 2.34it/s]
1/1 [==============================] - 0s 336ms/step
88%|████████▊ | 9427/10770 [1:02:39<09:38, 2.32it/s]
1/1 [==============================] - 0s 327ms/step
88%|████████▊ | 9428/10770 [1:02:40<09:29, 2.36it/s]
1/1 [==============================] - 0s 382ms/step
88%|████████▊ | 9429/10770 [1:02:40<09:39, 2.31it/s]
1/1 [==============================] - 0s 353ms/step
88%|████████▊ | 9430/10770 [1:02:41<09:44, 2.29it/s]
1/1 [==============================] - 0s 337ms/step
88%|████████▊ | 9431/10770 [1:02:41<09:33, 2.34it/s]
1/1 [==============================] - 0s 383ms/step
88%|████████▊ | 9432/10770 [1:02:41<09:43, 2.29it/s]
1/1 [==============================] - 0s 371ms/step
88%|████████▊ | 9433/10770 [1:02:42<11:37, 1.92it/s]
1/1 [==============================] - 0s 352ms/step
88%|████████▊ | 9434/10770 [1:02:43<11:01, 2.02it/s]
1/1 [==============================] - 0s 357ms/step
88%|████████▊ | 9435/10770 [1:02:43<10:32, 2.11it/s]
1/1 [==============================] - 0s 368ms/step
88%|████████▊ | 9436/10770 [1:02:44<12:08, 1.83it/s]
1/1 [==============================] - 0s 394ms/step
88%|████████▊ | 9437/10770 [1:02:44<13:29, 1.65it/s]
1/1 [==============================] - 0s 350ms/step
88%|████████▊ | 9438/10770 [1:02:45<12:21, 1.80it/s]
1/1 [==============================] - 0s 374ms/step
88%|████████▊ | 9439/10770 [1:02:45<11:39, 1.90it/s]
1/1 [==============================] - 0s 354ms/step
88%|████████▊ | 9440/10770 [1:02:46<11:08, 1.99it/s]
1/1 [==============================] - 0s 424ms/step
88%|████████▊ | 9441/10770 [1:02:46<11:08, 1.99it/s]
1/1 [==============================] - 0s 406ms/step
88%|████████▊ | 9442/10770 [1:02:47<12:47, 1.73it/s]
1/1 [==============================] - 0s 391ms/step
88%|████████▊ | 9443/10770 [1:02:48<12:10, 1.82it/s]
1/1 [==============================] - 0s 410ms/step
88%|████████▊ | 9444/10770 [1:02:48<13:35, 1.63it/s]
1/1 [==============================] - 0s 366ms/step
88%|████████▊ | 9445/10770 [1:02:49<12:27, 1.77it/s]
1/1 [==============================] - 0s 352ms/step
88%|████████▊ | 9446/10770 [1:02:49<11:34, 1.91it/s]
1/1 [==============================] - 0s 372ms/step
88%|████████▊ | 9447/10770 [1:02:50<12:50, 1.72it/s]
1/1 [==============================] - 0s 310ms/step
88%|████████▊ | 9448/10770 [1:02:50<11:31, 1.91it/s]
1/1 [==============================] - 0s 343ms/step
88%|████████▊ | 9449/10770 [1:02:51<10:45, 2.05it/s]
1/1 [==============================] - 0s 322ms/step
88%|████████▊ | 9450/10770 [1:02:51<10:23, 2.12it/s]
1/1 [==============================] - 0s 340ms/step
88%|████████▊ | 9451/10770 [1:02:52<09:59, 2.20it/s]
1/1 [==============================] - 0s 334ms/step
88%|████████▊ | 9452/10770 [1:02:52<11:42, 1.88it/s]
1/1 [==============================] - 0s 216ms/step
88%|████████▊ | 9453/10770 [1:02:53<10:09, 2.16it/s]
1/1 [==============================] - 0s 363ms/step
88%|████████▊ | 9454/10770 [1:02:53<09:59, 2.19it/s]
1/1 [==============================] - 0s 364ms/step
88%|████████▊ | 9455/10770 [1:02:53<09:50, 2.23it/s]
1/1 [==============================] - 0s 344ms/step
88%|████████▊ | 9456/10770 [1:02:54<09:36, 2.28it/s]
1/1 [==============================] - 0s 357ms/step
88%|████████▊ | 9457/10770 [1:02:54<09:31, 2.30it/s]
1/1 [==============================] - 0s 350ms/step
88%|████████▊ | 9458/10770 [1:02:55<09:26, 2.32it/s]
1/1 [==============================] - 0s 363ms/step
88%|████████▊ | 9459/10770 [1:02:55<09:25, 2.32it/s]
1/1 [==============================] - 0s 343ms/step
88%|████████▊ | 9460/10770 [1:02:56<09:22, 2.33it/s]
1/1 [==============================] - 0s 350ms/step
88%|████████▊ | 9461/10770 [1:02:56<09:16, 2.35it/s]
1/1 [==============================] - 0s 354ms/step
88%|████████▊ | 9462/10770 [1:02:56<09:17, 2.35it/s]
1/1 [==============================] - 0s 353ms/step
88%|████████▊ | 9463/10770 [1:02:57<09:14, 2.36it/s]
1/1 [==============================] - 0s 363ms/step
88%|████████▊ | 9464/10770 [1:02:57<09:21, 2.33it/s]
1/1 [==============================] - 0s 352ms/step
88%|████████▊ | 9465/10770 [1:02:58<09:17, 2.34it/s]
1/1 [==============================] - 0s 376ms/step
88%|████████▊ | 9466/10770 [1:02:58<11:12, 1.94it/s]
1/1 [==============================] - 0s 399ms/step
88%|████████▊ | 9467/10770 [1:02:59<10:59, 1.98it/s]
1/1 [==============================] - 0s 454ms/step
88%|████████▊ | 9468/10770 [1:03:00<12:57, 1.68it/s]
1/1 [==============================] - 0s 415ms/step
88%|████████▊ | 9469/10770 [1:03:01<14:06, 1.54it/s]
1/1 [==============================] - 0s 408ms/step
88%|████████▊ | 9470/10770 [1:03:01<12:57, 1.67it/s]
1/1 [==============================] - 0s 420ms/step
88%|████████▊ | 9471/10770 [1:03:02<14:06, 1.53it/s]
1/1 [==============================] - 0s 378ms/step
88%|████████▊ | 9472/10770 [1:03:02<14:38, 1.48it/s]
1/1 [==============================] - 0s 400ms/step
88%|████████▊ | 9473/10770 [1:03:03<13:28, 1.60it/s]
1/1 [==============================] - 0s 346ms/step
88%|████████▊ | 9474/10770 [1:03:03<12:28, 1.73it/s]
1/1 [==============================] - 0s 362ms/step
88%|████████▊ | 9475/10770 [1:03:04<11:37, 1.86it/s]
1/1 [==============================] - 0s 337ms/step
88%|████████▊ | 9476/10770 [1:03:04<10:45, 2.01it/s]
1/1 [==============================] - 0s 344ms/step
88%|████████▊ | 9477/10770 [1:03:05<10:12, 2.11it/s]
1/1 [==============================] - 0s 365ms/step
88%|████████▊ | 9478/10770 [1:03:05<09:55, 2.17it/s]
1/1 [==============================] - 0s 355ms/step
88%|████████▊ | 9479/10770 [1:03:06<09:41, 2.22it/s]
1/1 [==============================] - 0s 341ms/step
88%|████████▊ | 9480/10770 [1:03:06<09:27, 2.27it/s]
1/1 [==============================] - 0s 367ms/step
88%|████████▊ | 9481/10770 [1:03:07<11:14, 1.91it/s]
1/1 [==============================] - 0s 224ms/step
88%|████████▊ | 9482/10770 [1:03:07<09:51, 2.18it/s]
1/1 [==============================] - 0s 341ms/step
88%|████████▊ | 9483/10770 [1:03:07<09:31, 2.25it/s]
1/1 [==============================] - 0s 368ms/step
88%|████████▊ | 9484/10770 [1:03:08<09:34, 2.24it/s]
1/1 [==============================] - 0s 327ms/step
88%|████████▊ | 9485/10770 [1:03:08<09:20, 2.29it/s]
1/1 [==============================] - 0s 336ms/step
88%|████████▊ | 9486/10770 [1:03:09<09:16, 2.31it/s]
1/1 [==============================] - 0s 357ms/step
88%|████████▊ | 9487/10770 [1:03:09<09:13, 2.32it/s]
1/1 [==============================] - 0s 361ms/step
88%|████████▊ | 9488/10770 [1:03:10<09:14, 2.31it/s]
1/1 [==============================] - 0s 375ms/step
88%|████████▊ | 9489/10770 [1:03:10<09:18, 2.29it/s]
1/1 [==============================] - 0s 354ms/step
88%|████████▊ | 9490/10770 [1:03:11<11:09, 1.91it/s]
1/1 [==============================] - 0s 230ms/step
88%|████████▊ | 9491/10770 [1:03:11<09:48, 2.18it/s]
1/1 [==============================] - 0s 352ms/step
88%|████████▊ | 9492/10770 [1:03:11<09:33, 2.23it/s]
1/1 [==============================] - 0s 346ms/step
88%|████████▊ | 9493/10770 [1:03:12<09:21, 2.28it/s]
1/1 [==============================] - 0s 368ms/step
88%|████████▊ | 9494/10770 [1:03:12<09:19, 2.28it/s]
1/1 [==============================] - 0s 340ms/step
88%|████████▊ | 9495/10770 [1:03:13<09:09, 2.32it/s]
1/1 [==============================] - 0s 364ms/step
88%|████████▊ | 9496/10770 [1:03:13<09:10, 2.31it/s]
1/1 [==============================] - 0s 422ms/step
88%|████████▊ | 9497/10770 [1:03:14<10:08, 2.09it/s]
1/1 [==============================] - 0s 453ms/step
88%|████████▊ | 9498/10770 [1:03:14<10:54, 1.94it/s]
1/1 [==============================] - 0s 460ms/step
88%|████████▊ | 9499/10770 [1:03:15<11:17, 1.88it/s]
1/1 [==============================] - 0s 431ms/step
88%|████████▊ | 9500/10770 [1:03:15<11:18, 1.87it/s]
1/1 [==============================] - 0s 405ms/step
88%|████████▊ | 9501/10770 [1:03:16<11:13, 1.88it/s]
1/1 [==============================] - 0s 382ms/step
88%|████████▊ | 9502/10770 [1:03:17<10:57, 1.93it/s]
1/1 [==============================] - 1s 527ms/step
88%|████████▊ | 9503/10770 [1:03:17<11:45, 1.80it/s]
1/1 [==============================] - 0s 407ms/step
88%|████████▊ | 9504/10770 [1:03:18<11:27, 1.84it/s]
1/1 [==============================] - 0s 428ms/step
88%|████████▊ | 9505/10770 [1:03:18<12:38, 1.67it/s]
1/1 [==============================] - 0s 391ms/step
88%|████████▊ | 9506/10770 [1:03:19<13:38, 1.54it/s]
1/1 [==============================] - 0s 408ms/step
88%|████████▊ | 9507/10770 [1:03:20<12:41, 1.66it/s]
1/1 [==============================] - 0s 388ms/step
88%|████████▊ | 9508/10770 [1:03:20<11:52, 1.77it/s]
1/1 [==============================] - 0s 358ms/step
88%|████████▊ | 9509/10770 [1:03:21<11:00, 1.91it/s]
1/1 [==============================] - 0s 372ms/step
88%|████████▊ | 9510/10770 [1:03:21<10:32, 1.99it/s]
1/1 [==============================] - 0s 361ms/step
88%|████████▊ | 9511/10770 [1:03:22<11:54, 1.76it/s]
1/1 [==============================] - 0s 276ms/step
88%|████████▊ | 9512/10770 [1:03:22<10:29, 2.00it/s]
1/1 [==============================] - 0s 358ms/step
88%|████████▊ | 9513/10770 [1:03:22<10:00, 2.09it/s]
1/1 [==============================] - 0s 353ms/step
88%|████████▊ | 9514/10770 [1:03:23<09:38, 2.17it/s]
1/1 [==============================] - 0s 346ms/step
88%|████████▊ | 9515/10770 [1:03:23<09:29, 2.20it/s]
1/1 [==============================] - 0s 349ms/step
88%|████████▊ | 9516/10770 [1:03:24<09:15, 2.26it/s]
1/1 [==============================] - 0s 360ms/step
88%|████████▊ | 9517/10770 [1:03:24<10:58, 1.90it/s]
1/1 [==============================] - 0s 222ms/step
88%|████████▊ | 9518/10770 [1:03:25<09:28, 2.20it/s]
1/1 [==============================] - 0s 370ms/step
88%|████████▊ | 9519/10770 [1:03:26<11:18, 1.84it/s]
1/1 [==============================] - 0s 224ms/step
88%|████████▊ | 9520/10770 [1:03:26<09:45, 2.14it/s]
1/1 [==============================] - 0s 357ms/step
88%|████████▊ | 9521/10770 [1:03:26<09:28, 2.20it/s]
1/1 [==============================] - 0s 339ms/step
88%|████████▊ | 9522/10770 [1:03:27<09:11, 2.26it/s]
1/1 [==============================] - 0s 351ms/step
88%|████████▊ | 9523/10770 [1:03:27<09:02, 2.30it/s]
1/1 [==============================] - 0s 383ms/step
88%|████████▊ | 9524/10770 [1:03:28<09:09, 2.27it/s]
1/1 [==============================] - 0s 324ms/step
88%|████████▊ | 9525/10770 [1:03:28<08:59, 2.31it/s]
1/1 [==============================] - 0s 365ms/step
88%|████████▊ | 9526/10770 [1:03:28<08:59, 2.31it/s]
1/1 [==============================] - 0s 343ms/step
88%|████████▊ | 9527/10770 [1:03:29<08:52, 2.33it/s]
1/1 [==============================] - 0s 345ms/step
88%|████████▊ | 9528/10770 [1:03:30<10:39, 1.94it/s]
1/1 [==============================] - 0s 288ms/step
88%|████████▊ | 9529/10770 [1:03:30<09:57, 2.08it/s]
1/1 [==============================] - 0s 415ms/step
88%|████████▊ | 9530/10770 [1:03:31<11:50, 1.75it/s]
1/1 [==============================] - 0s 413ms/step
88%|████████▊ | 9531/10770 [1:03:31<12:53, 1.60it/s]
1/1 [==============================] - 0s 365ms/step
89%|████████▊ | 9532/10770 [1:03:32<11:52, 1.74it/s]
1/1 [==============================] - 0s 396ms/step
89%|████████▊ | 9533/10770 [1:03:32<11:28, 1.80it/s]
1/1 [==============================] - 0s 499ms/step
89%|████████▊ | 9534/10770 [1:03:33<11:50, 1.74it/s]
1/1 [==============================] - 0s 364ms/step
89%|████████▊ | 9535/10770 [1:03:34<12:46, 1.61it/s]
1/1 [==============================] - 0s 399ms/step
89%|████████▊ | 9536/10770 [1:03:35<13:34, 1.51it/s]
1/1 [==============================] - 0s 404ms/step
89%|████████▊ | 9537/10770 [1:03:35<12:32, 1.64it/s]
1/1 [==============================] - 0s 407ms/step
89%|████████▊ | 9538/10770 [1:03:36<11:53, 1.73it/s]
1/1 [==============================] - 0s 397ms/step
89%|████████▊ | 9539/10770 [1:03:36<12:49, 1.60it/s]
1/1 [==============================] - 0s 223ms/step
89%|████████▊ | 9540/10770 [1:03:37<10:48, 1.90it/s]
1/1 [==============================] - 0s 362ms/step
89%|████████▊ | 9541/10770 [1:03:37<10:17, 1.99it/s]
1/1 [==============================] - 0s 356ms/step
89%|████████▊ | 9542/10770 [1:03:37<09:48, 2.09it/s]
1/1 [==============================] - 0s 334ms/step
89%|████████▊ | 9543/10770 [1:03:38<09:23, 2.18it/s]
1/1 [==============================] - 0s 365ms/step
89%|████████▊ | 9544/10770 [1:03:39<10:59, 1.86it/s]
1/1 [==============================] - 0s 235ms/step
89%|████████▊ | 9545/10770 [1:03:39<09:32, 2.14it/s]
1/1 [==============================] - 0s 360ms/step
89%|████████▊ | 9546/10770 [1:03:39<09:17, 2.19it/s]
1/1 [==============================] - 0s 348ms/step
89%|████████▊ | 9547/10770 [1:03:40<09:03, 2.25it/s]
1/1 [==============================] - 0s 361ms/step
89%|████████▊ | 9548/10770 [1:03:40<08:57, 2.27it/s]
1/1 [==============================] - 0s 353ms/step
89%|████████▊ | 9549/10770 [1:03:41<08:50, 2.30it/s]
1/1 [==============================] - 0s 331ms/step
89%|████████▊ | 9550/10770 [1:03:41<08:35, 2.36it/s]
1/1 [==============================] - 0s 353ms/step
89%|████████▊ | 9551/10770 [1:03:41<08:33, 2.37it/s]
1/1 [==============================] - 0s 347ms/step
89%|████████▊ | 9552/10770 [1:03:42<08:40, 2.34it/s]
1/1 [==============================] - 0s 367ms/step
89%|████████▊ | 9553/10770 [1:03:42<08:43, 2.33it/s]
1/1 [==============================] - 0s 346ms/step
89%|████████▊ | 9554/10770 [1:03:43<08:39, 2.34it/s]
1/1 [==============================] - 0s 340ms/step
89%|████████▊ | 9555/10770 [1:03:43<08:30, 2.38it/s]
1/1 [==============================] - 0s 349ms/step
89%|████████▊ | 9556/10770 [1:03:43<08:29, 2.38it/s]
1/1 [==============================] - 0s 376ms/step
89%|████████▊ | 9557/10770 [1:03:44<10:20, 1.95it/s]
1/1 [==============================] - 0s 255ms/step
89%|████████▊ | 9558/10770 [1:03:45<09:12, 2.19it/s]
1/1 [==============================] - 0s 352ms/step
89%|████████▉ | 9559/10770 [1:03:45<08:58, 2.25it/s]
1/1 [==============================] - 0s 348ms/step
89%|████████▉ | 9560/10770 [1:03:45<08:50, 2.28it/s]
1/1 [==============================] - 0s 410ms/step
89%|████████▉ | 9561/10770 [1:03:46<09:21, 2.15it/s]
1/1 [==============================] - 0s 388ms/step
89%|████████▉ | 9562/10770 [1:03:46<09:22, 2.15it/s]
1/1 [==============================] - 0s 393ms/step
89%|████████▉ | 9563/10770 [1:03:47<09:25, 2.13it/s]
1/1 [==============================] - 0s 443ms/step
89%|████████▉ | 9564/10770 [1:03:48<11:28, 1.75it/s]
1/1 [==============================] - 0s 390ms/step
89%|████████▉ | 9565/10770 [1:03:48<10:57, 1.83it/s]
1/1 [==============================] - 0s 479ms/step
89%|████████▉ | 9566/10770 [1:03:49<11:16, 1.78it/s]
1/1 [==============================] - 0s 358ms/step
89%|████████▉ | 9567/10770 [1:03:49<12:18, 1.63it/s]
1/1 [==============================] - 0s 411ms/step
89%|████████▉ | 9568/10770 [1:03:50<11:37, 1.72it/s]
1/1 [==============================] - 0s 398ms/step
89%|████████▉ | 9569/10770 [1:03:50<11:04, 1.81it/s]
1/1 [==============================] - 0s 466ms/step
89%|████████▉ | 9570/10770 [1:03:51<11:16, 1.77it/s]
1/1 [==============================] - 0s 405ms/step
89%|████████▉ | 9571/10770 [1:03:52<10:52, 1.84it/s]
1/1 [==============================] - 0s 393ms/step
89%|████████▉ | 9572/10770 [1:03:52<10:31, 1.90it/s]
1/1 [==============================] - 0s 366ms/step
89%|████████▉ | 9573/10770 [1:03:52<10:00, 1.99it/s]
1/1 [==============================] - 0s 348ms/step
89%|████████▉ | 9574/10770 [1:03:53<11:31, 1.73it/s]
1/1 [==============================] - 0s 337ms/step
89%|████████▉ | 9575/10770 [1:03:54<10:31, 1.89it/s]
1/1 [==============================] - 0s 342ms/step
89%|████████▉ | 9576/10770 [1:03:54<11:39, 1.71it/s]
1/1 [==============================] - 0s 276ms/step
89%|████████▉ | 9577/10770 [1:03:55<10:17, 1.93it/s]
1/1 [==============================] - 0s 360ms/step
89%|████████▉ | 9578/10770 [1:03:55<09:50, 2.02it/s]
1/1 [==============================] - 0s 360ms/step
89%|████████▉ | 9579/10770 [1:03:56<09:29, 2.09it/s]
1/1 [==============================] - 0s 345ms/step
89%|████████▉ | 9580/10770 [1:03:56<10:54, 1.82it/s]
1/1 [==============================] - 0s 216ms/step
89%|████████▉ | 9581/10770 [1:03:57<09:20, 2.12it/s]
1/1 [==============================] - 0s 350ms/step
89%|████████▉ | 9582/10770 [1:03:57<09:01, 2.19it/s]
1/1 [==============================] - 0s 361ms/step
89%|████████▉ | 9583/10770 [1:03:58<10:33, 1.87it/s]
1/1 [==============================] - 0s 234ms/step
89%|████████▉ | 9584/10770 [1:03:58<09:43, 2.03it/s]
1/1 [==============================] - 0s 278ms/step
89%|████████▉ | 9585/10770 [1:03:59<08:57, 2.21it/s]
1/1 [==============================] - 0s 339ms/step
89%|████████▉ | 9586/10770 [1:03:59<08:43, 2.26it/s]
1/1 [==============================] - 0s 341ms/step
89%|████████▉ | 9587/10770 [1:03:59<08:31, 2.31it/s]
1/1 [==============================] - 0s 341ms/step
89%|████████▉ | 9588/10770 [1:04:00<08:30, 2.32it/s]
1/1 [==============================] - 0s 343ms/step
89%|████████▉ | 9589/10770 [1:04:00<08:25, 2.34it/s]
1/1 [==============================] - 0s 358ms/step
89%|████████▉ | 9590/10770 [1:04:01<08:23, 2.34it/s]
1/1 [==============================] - 0s 364ms/step
89%|████████▉ | 9591/10770 [1:04:01<08:25, 2.33it/s]
1/1 [==============================] - 0s 349ms/step
89%|████████▉ | 9592/10770 [1:04:01<08:22, 2.34it/s]
1/1 [==============================] - 0s 350ms/step
89%|████████▉ | 9593/10770 [1:04:02<08:29, 2.31it/s]
1/1 [==============================] - 0s 396ms/step
89%|████████▉ | 9594/10770 [1:04:02<08:46, 2.24it/s]
1/1 [==============================] - 0s 431ms/step
89%|████████▉ | 9595/10770 [1:04:03<09:06, 2.15it/s]
1/1 [==============================] - 0s 480ms/step
89%|████████▉ | 9596/10770 [1:04:04<10:04, 1.94it/s]
1/1 [==============================] - 0s 362ms/step
89%|████████▉ | 9597/10770 [1:04:04<09:54, 1.97it/s]
1/1 [==============================] - 0s 397ms/step
89%|████████▉ | 9598/10770 [1:04:05<10:04, 1.94it/s]
1/1 [==============================] - 0s 420ms/step
89%|████████▉ | 9599/10770 [1:04:05<10:12, 1.91it/s]
1/1 [==============================] - 0s 441ms/step
89%|████████▉ | 9600/10770 [1:04:06<10:23, 1.88it/s]
1/1 [==============================] - 0s 443ms/step
89%|████████▉ | 9601/10770 [1:04:06<10:31, 1.85it/s]
1/1 [==============================] - 0s 430ms/step
89%|████████▉ | 9602/10770 [1:04:07<10:24, 1.87it/s]
1/1 [==============================] - 0s 353ms/step
89%|████████▉ | 9603/10770 [1:04:07<11:38, 1.67it/s]
1/1 [==============================] - 0s 385ms/step
89%|████████▉ | 9604/10770 [1:04:08<10:58, 1.77it/s]
1/1 [==============================] - 0s 396ms/step
89%|████████▉ | 9605/10770 [1:04:08<10:36, 1.83it/s]
1/1 [==============================] - 0s 417ms/step
89%|████████▉ | 9606/10770 [1:04:09<12:01, 1.61it/s]
1/1 [==============================] - 0s 373ms/step
89%|████████▉ | 9607/10770 [1:04:10<12:38, 1.53it/s]
1/1 [==============================] - 0s 260ms/step
89%|████████▉ | 9608/10770 [1:04:10<10:53, 1.78it/s]
1/1 [==============================] - 0s 344ms/step
89%|████████▉ | 9609/10770 [1:04:11<10:03, 1.92it/s]
1/1 [==============================] - 0s 339ms/step
89%|████████▉ | 9610/10770 [1:04:11<09:28, 2.04it/s]
1/1 [==============================] - 0s 342ms/step
89%|████████▉ | 9611/10770 [1:04:12<09:10, 2.11it/s]
1/1 [==============================] - 0s 341ms/step
89%|████████▉ | 9612/10770 [1:04:12<08:47, 2.19it/s]
1/1 [==============================] - 0s 347ms/step
89%|████████▉ | 9613/10770 [1:04:12<08:33, 2.25it/s]
1/1 [==============================] - 0s 363ms/step
89%|████████▉ | 9614/10770 [1:04:13<08:30, 2.27it/s]
1/1 [==============================] - 0s 362ms/step
89%|████████▉ | 9615/10770 [1:04:14<10:08, 1.90it/s]
1/1 [==============================] - 0s 233ms/step
89%|████████▉ | 9616/10770 [1:04:14<08:52, 2.17it/s]
1/1 [==============================] - 0s 376ms/step
89%|████████▉ | 9617/10770 [1:04:14<08:46, 2.19it/s]
1/1 [==============================] - 0s 349ms/step
89%|████████▉ | 9618/10770 [1:04:15<10:28, 1.83it/s]
1/1 [==============================] - 0s 228ms/step
89%|████████▉ | 9619/10770 [1:04:15<09:02, 2.12it/s]
1/1 [==============================] - 0s 339ms/step
89%|████████▉ | 9620/10770 [1:04:16<08:53, 2.15it/s]
1/1 [==============================] - 0s 343ms/step
89%|████████▉ | 9621/10770 [1:04:16<08:36, 2.22it/s]
1/1 [==============================] - 0s 357ms/step
89%|████████▉ | 9622/10770 [1:04:17<08:27, 2.26it/s]
1/1 [==============================] - 0s 364ms/step
89%|████████▉ | 9623/10770 [1:04:17<08:23, 2.28it/s]
1/1 [==============================] - 0s 359ms/step
89%|████████▉ | 9624/10770 [1:04:18<08:19, 2.30it/s]
1/1 [==============================] - 0s 358ms/step
89%|████████▉ | 9625/10770 [1:04:18<09:58, 1.91it/s]
1/1 [==============================] - 0s 232ms/step
89%|████████▉ | 9626/10770 [1:04:19<08:41, 2.19it/s]
1/1 [==============================] - 0s 381ms/step
89%|████████▉ | 9627/10770 [1:04:19<08:54, 2.14it/s]
1/1 [==============================] - 0s 399ms/step
89%|████████▉ | 9628/10770 [1:04:20<10:27, 1.82it/s]
1/1 [==============================] - 0s 419ms/step
89%|████████▉ | 9629/10770 [1:04:20<10:20, 1.84it/s]
1/1 [==============================] - 0s 421ms/step
89%|████████▉ | 9630/10770 [1:04:21<10:13, 1.86it/s]
1/1 [==============================] - 0s 432ms/step
89%|████████▉ | 9631/10770 [1:04:21<10:14, 1.85it/s]
1/1 [==============================] - 0s 436ms/step
89%|████████▉ | 9632/10770 [1:04:22<11:32, 1.64it/s]
1/1 [==============================] - 0s 437ms/step
89%|████████▉ | 9633/10770 [1:04:23<12:20, 1.54it/s]
1/1 [==============================] - 0s 360ms/step
89%|████████▉ | 9634/10770 [1:04:24<12:46, 1.48it/s]
1/1 [==============================] - 0s 422ms/step
89%|████████▉ | 9635/10770 [1:04:24<11:51, 1.59it/s]
1/1 [==============================] - 0s 425ms/step
89%|████████▉ | 9636/10770 [1:04:25<11:21, 1.66it/s]
1/1 [==============================] - 0s 405ms/step
89%|████████▉ | 9637/10770 [1:04:26<12:30, 1.51it/s]
1/1 [==============================] - 0s 224ms/step
89%|████████▉ | 9638/10770 [1:04:26<10:26, 1.81it/s]
1/1 [==============================] - 0s 363ms/step
89%|████████▉ | 9639/10770 [1:04:26<09:45, 1.93it/s]
1/1 [==============================] - 0s 334ms/step
90%|████████▉ | 9640/10770 [1:04:27<09:14, 2.04it/s]
1/1 [==============================] - 0s 349ms/step
90%|████████▉ | 9641/10770 [1:04:27<08:52, 2.12it/s]
1/1 [==============================] - 0s 370ms/step
90%|████████▉ | 9642/10770 [1:04:28<10:17, 1.83it/s]
1/1 [==============================] - 0s 219ms/step
90%|████████▉ | 9643/10770 [1:04:28<08:55, 2.10it/s]
1/1 [==============================] - 0s 359ms/step
90%|████████▉ | 9644/10770 [1:04:29<08:40, 2.16it/s]
1/1 [==============================] - 0s 337ms/step
90%|████████▉ | 9645/10770 [1:04:29<08:24, 2.23it/s]
1/1 [==============================] - 0s 354ms/step
90%|████████▉ | 9646/10770 [1:04:29<08:17, 2.26it/s]
1/1 [==============================] - 0s 353ms/step
90%|████████▉ | 9647/10770 [1:04:30<08:12, 2.28it/s]
1/1 [==============================] - 0s 362ms/step
90%|████████▉ | 9648/10770 [1:04:31<09:49, 1.90it/s]
1/1 [==============================] - 0s 230ms/step
90%|████████▉ | 9649/10770 [1:04:31<08:32, 2.19it/s]
1/1 [==============================] - 0s 353ms/step
90%|████████▉ | 9650/10770 [1:04:31<08:20, 2.24it/s]
1/1 [==============================] - 0s 366ms/step
90%|████████▉ | 9651/10770 [1:04:32<08:19, 2.24it/s]
1/1 [==============================] - 0s 360ms/step
90%|████████▉ | 9652/10770 [1:04:32<08:13, 2.26it/s]
1/1 [==============================] - 0s 355ms/step
90%|████████▉ | 9653/10770 [1:04:33<08:07, 2.29it/s]
1/1 [==============================] - 0s 370ms/step
90%|████████▉ | 9654/10770 [1:04:33<08:11, 2.27it/s]
1/1 [==============================] - 0s 347ms/step
90%|████████▉ | 9655/10770 [1:04:33<08:05, 2.30it/s]
1/1 [==============================] - 0s 366ms/step
90%|████████▉ | 9656/10770 [1:04:34<08:04, 2.30it/s]
1/1 [==============================] - 0s 346ms/step
90%|████████▉ | 9657/10770 [1:04:34<07:58, 2.33it/s]
1/1 [==============================] - 0s 360ms/step
90%|████████▉ | 9658/10770 [1:04:35<07:58, 2.33it/s]
1/1 [==============================] - 0s 369ms/step
90%|████████▉ | 9659/10770 [1:04:35<08:05, 2.29it/s]
1/1 [==============================] - 0s 377ms/step
90%|████████▉ | 9660/10770 [1:04:36<08:15, 2.24it/s]
1/1 [==============================] - 0s 426ms/step
90%|████████▉ | 9661/10770 [1:04:36<08:50, 2.09it/s]
1/1 [==============================] - 0s 357ms/step
90%|████████▉ | 9662/10770 [1:04:37<10:27, 1.77it/s]
1/1 [==============================] - 0s 461ms/step
90%|████████▉ | 9663/10770 [1:04:38<10:19, 1.79it/s]
1/1 [==============================] - 0s 423ms/step
90%|████████▉ | 9664/10770 [1:04:38<10:13, 1.80it/s]
1/1 [==============================] - 0s 387ms/step
90%|████████▉ | 9665/10770 [1:04:39<09:44, 1.89it/s]
1/1 [==============================] - 0s 447ms/step
90%|████████▉ | 9666/10770 [1:04:39<09:55, 1.85it/s]
1/1 [==============================] - 0s 391ms/step
90%|████████▉ | 9667/10770 [1:04:40<09:43, 1.89it/s]
1/1 [==============================] - 0s 423ms/step
90%|████████▉ | 9668/10770 [1:04:40<09:47, 1.88it/s]
1/1 [==============================] - 0s 383ms/step
90%|████████▉ | 9669/10770 [1:04:41<09:24, 1.95it/s]
1/1 [==============================] - 0s 399ms/step
90%|████████▉ | 9670/10770 [1:04:41<09:22, 1.96it/s]
1/1 [==============================] - 0s 390ms/step
90%|████████▉ | 9671/10770 [1:04:42<09:19, 1.96it/s]
1/1 [==============================] - 0s 368ms/step
90%|████████▉ | 9672/10770 [1:04:42<09:07, 2.01it/s]
1/1 [==============================] - 0s 370ms/step
90%|████████▉ | 9673/10770 [1:04:43<08:51, 2.06it/s]
1/1 [==============================] - 0s 355ms/step
90%|████████▉ | 9674/10770 [1:04:43<08:33, 2.14it/s]
1/1 [==============================] - 0s 354ms/step
90%|████████▉ | 9675/10770 [1:04:43<08:18, 2.20it/s]
1/1 [==============================] - 0s 363ms/step
90%|████████▉ | 9676/10770 [1:04:44<08:10, 2.23it/s]
1/1 [==============================] - 0s 362ms/step
90%|████████▉ | 9677/10770 [1:04:44<08:04, 2.26it/s]
1/1 [==============================] - 0s 374ms/step
90%|████████▉ | 9678/10770 [1:04:45<08:05, 2.25it/s]
1/1 [==============================] - 0s 356ms/step
90%|████████▉ | 9679/10770 [1:04:45<08:01, 2.27it/s]
1/1 [==============================] - 0s 356ms/step
90%|████████▉ | 9680/10770 [1:04:46<07:56, 2.29it/s]
1/1 [==============================] - 0s 357ms/step
90%|████████▉ | 9681/10770 [1:04:46<07:53, 2.30it/s]
1/1 [==============================] - 0s 347ms/step
90%|████████▉ | 9682/10770 [1:04:46<07:50, 2.31it/s]
1/1 [==============================] - 0s 382ms/step
90%|████████▉ | 9683/10770 [1:04:47<07:58, 2.27it/s]
1/1 [==============================] - 0s 365ms/step
90%|████████▉ | 9684/10770 [1:04:48<09:38, 1.88it/s]
1/1 [==============================] - 0s 354ms/step
90%|████████▉ | 9685/10770 [1:04:48<09:03, 2.00it/s]
1/1 [==============================] - 0s 355ms/step
90%|████████▉ | 9686/10770 [1:04:49<08:40, 2.08it/s]
1/1 [==============================] - 0s 386ms/step
90%|████████▉ | 9687/10770 [1:04:49<08:34, 2.11it/s]
1/1 [==============================] - 0s 350ms/step
90%|████████▉ | 9688/10770 [1:04:49<08:15, 2.18it/s]
1/1 [==============================] - 0s 355ms/step
90%|████████▉ | 9689/10770 [1:04:50<08:04, 2.23it/s]
1/1 [==============================] - 0s 356ms/step
90%|████████▉ | 9690/10770 [1:04:50<07:57, 2.26it/s]
1/1 [==============================] - 0s 348ms/step
90%|████████▉ | 9691/10770 [1:04:51<07:48, 2.30it/s]
1/1 [==============================] - 0s 366ms/step
90%|████████▉ | 9692/10770 [1:04:51<07:49, 2.30it/s]
1/1 [==============================] - 0s 348ms/step
90%|█████████ | 9693/10770 [1:04:52<07:43, 2.32it/s]
1/1 [==============================] - 0s 413ms/step
90%|█████████ | 9694/10770 [1:04:52<09:18, 1.93it/s]
1/1 [==============================] - 0s 419ms/step
90%|█████████ | 9695/10770 [1:04:53<09:17, 1.93it/s]
1/1 [==============================] - 0s 427ms/step
90%|█████████ | 9696/10770 [1:04:53<09:28, 1.89it/s]
1/1 [==============================] - 0s 440ms/step
90%|█████████ | 9697/10770 [1:04:54<10:58, 1.63it/s]
1/1 [==============================] - 0s 397ms/step
90%|█████████ | 9698/10770 [1:04:55<11:34, 1.54it/s]
1/1 [==============================] - 0s 419ms/step
90%|█████████ | 9699/10770 [1:04:55<10:49, 1.65it/s]
1/1 [==============================] - 0s 406ms/step
90%|█████████ | 9700/10770 [1:04:56<10:30, 1.70it/s]
1/1 [==============================] - 0s 419ms/step
90%|█████████ | 9701/10770 [1:04:56<10:06, 1.76it/s]
1/1 [==============================] - 0s 393ms/step
90%|█████████ | 9702/10770 [1:04:57<11:06, 1.60it/s]
1/1 [==============================] - 0s 449ms/step
90%|█████████ | 9703/10770 [1:04:58<11:54, 1.49it/s]
1/1 [==============================] - 0s 364ms/step
90%|█████████ | 9704/10770 [1:04:58<10:38, 1.67it/s]
1/1 [==============================] - 0s 368ms/step
90%|█████████ | 9705/10770 [1:04:59<09:47, 1.81it/s]
1/1 [==============================] - 0s 360ms/step
90%|█████████ | 9706/10770 [1:04:59<09:13, 1.92it/s]
1/1 [==============================] - 0s 367ms/step
90%|█████████ | 9707/10770 [1:05:00<08:47, 2.01it/s]
1/1 [==============================] - 0s 358ms/step
90%|█████████ | 9708/10770 [1:05:00<08:31, 2.08it/s]
1/1 [==============================] - 0s 361ms/step
90%|█████████ | 9709/10770 [1:05:01<09:49, 1.80it/s]
1/1 [==============================] - 0s 225ms/step
90%|█████████ | 9710/10770 [1:05:01<08:26, 2.09it/s]
1/1 [==============================] - 0s 356ms/step
90%|█████████ | 9711/10770 [1:05:02<08:09, 2.16it/s]
1/1 [==============================] - 0s 327ms/step
90%|█████████ | 9712/10770 [1:05:02<07:48, 2.26it/s]
1/1 [==============================] - 0s 352ms/step
90%|█████████ | 9713/10770 [1:05:02<07:41, 2.29it/s]
1/1 [==============================] - 0s 362ms/step
90%|█████████ | 9714/10770 [1:05:03<07:39, 2.30it/s]
1/1 [==============================] - 0s 375ms/step
90%|█████████ | 9715/10770 [1:05:03<07:42, 2.28it/s]
1/1 [==============================] - 0s 362ms/step
90%|█████████ | 9716/10770 [1:05:04<07:39, 2.29it/s]
1/1 [==============================] - 0s 366ms/step
90%|█████████ | 9717/10770 [1:05:05<09:20, 1.88it/s]
1/1 [==============================] - 0s 242ms/step
90%|█████████ | 9718/10770 [1:05:05<08:13, 2.13it/s]
1/1 [==============================] - 0s 356ms/step
90%|█████████ | 9719/10770 [1:05:05<08:01, 2.18it/s]
1/1 [==============================] - 0s 353ms/step
90%|█████████ | 9720/10770 [1:05:06<09:23, 1.86it/s]
1/1 [==============================] - 0s 223ms/step
90%|█████████ | 9721/10770 [1:05:06<08:04, 2.16it/s]
1/1 [==============================] - 0s 336ms/step
90%|█████████ | 9722/10770 [1:05:07<07:54, 2.21it/s]
1/1 [==============================] - 0s 374ms/step
90%|█████████ | 9723/10770 [1:05:07<07:51, 2.22it/s]
1/1 [==============================] - 0s 353ms/step
90%|█████████ | 9724/10770 [1:05:08<07:43, 2.26it/s]
1/1 [==============================] - 0s 376ms/step
90%|█████████ | 9725/10770 [1:05:08<07:45, 2.25it/s]
1/1 [==============================] - 0s 431ms/step
90%|█████████ | 9726/10770 [1:05:09<09:33, 1.82it/s]
1/1 [==============================] - 0s 446ms/step
90%|█████████ | 9727/10770 [1:05:09<09:28, 1.84it/s]
1/1 [==============================] - 0s 425ms/step
90%|█████████ | 9728/10770 [1:05:10<09:32, 1.82it/s]
1/1 [==============================] - 0s 422ms/step
90%|█████████ | 9729/10770 [1:05:11<13:42, 1.27it/s]
1/1 [==============================] - 0s 426ms/step
90%|█████████ | 9730/10770 [1:05:12<12:22, 1.40it/s]
1/1 [==============================] - 0s 449ms/step
90%|█████████ | 9731/10770 [1:05:12<11:44, 1.48it/s]
1/1 [==============================] - 0s 443ms/step
90%|█████████ | 9732/10770 [1:05:13<11:04, 1.56it/s]
1/1 [==============================] - 0s 458ms/step
90%|█████████ | 9733/10770 [1:05:14<10:50, 1.59it/s]
1/1 [==============================] - 0s 446ms/step
90%|█████████ | 9734/10770 [1:05:14<10:33, 1.64it/s]
1/1 [==============================] - 0s 370ms/step
90%|█████████ | 9735/10770 [1:05:15<09:52, 1.75it/s]
1/1 [==============================] - 0s 377ms/step
90%|█████████ | 9736/10770 [1:05:15<09:14, 1.86it/s]
1/1 [==============================] - 0s 371ms/step
90%|█████████ | 9737/10770 [1:05:16<08:46, 1.96it/s]
1/1 [==============================] - 0s 377ms/step
90%|█████████ | 9738/10770 [1:05:16<08:28, 2.03it/s]
1/1 [==============================] - 0s 365ms/step
90%|█████████ | 9739/10770 [1:05:16<08:19, 2.06it/s]
1/1 [==============================] - 0s 352ms/step
90%|█████████ | 9740/10770 [1:05:17<09:40, 1.78it/s]
1/1 [==============================] - 0s 221ms/step
90%|█████████ | 9741/10770 [1:05:18<08:55, 1.92it/s]
1/1 [==============================] - 0s 262ms/step
90%|█████████ | 9742/10770 [1:05:18<08:00, 2.14it/s]
1/1 [==============================] - 0s 351ms/step
90%|█████████ | 9743/10770 [1:05:18<07:48, 2.19it/s]
1/1 [==============================] - 0s 360ms/step
90%|█████████ | 9744/10770 [1:05:19<07:43, 2.22it/s]
1/1 [==============================] - 0s 360ms/step
90%|█████████ | 9745/10770 [1:05:19<07:37, 2.24it/s]
1/1 [==============================] - 0s 366ms/step
90%|█████████ | 9746/10770 [1:05:20<07:37, 2.24it/s]
1/1 [==============================] - 0s 364ms/step
91%|█████████ | 9747/10770 [1:05:20<07:34, 2.25it/s]
1/1 [==============================] - 0s 348ms/step
91%|█████████ | 9748/10770 [1:05:21<07:27, 2.28it/s]
1/1 [==============================] - 0s 383ms/step
91%|█████████ | 9749/10770 [1:05:21<07:35, 2.24it/s]
1/1 [==============================] - 0s 340ms/step
91%|█████████ | 9750/10770 [1:05:21<07:32, 2.26it/s]
1/1 [==============================] - 0s 374ms/step
91%|█████████ | 9751/10770 [1:05:22<07:33, 2.25it/s]
1/1 [==============================] - 0s 377ms/step
91%|█████████ | 9752/10770 [1:05:22<07:39, 2.22it/s]
1/1 [==============================] - 0s 377ms/step
91%|█████████ | 9753/10770 [1:05:23<07:42, 2.20it/s]
1/1 [==============================] - 0s 352ms/step
91%|█████████ | 9754/10770 [1:05:23<07:34, 2.24it/s]
1/1 [==============================] - 0s 353ms/step
91%|█████████ | 9755/10770 [1:05:24<07:28, 2.26it/s]
1/1 [==============================] - 0s 380ms/step
91%|█████████ | 9756/10770 [1:05:24<07:34, 2.23it/s]
1/1 [==============================] - 0s 424ms/step
91%|█████████ | 9757/10770 [1:05:25<07:52, 2.14it/s]
1/1 [==============================] - 0s 426ms/step
91%|█████████ | 9758/10770 [1:05:25<09:18, 1.81it/s]
1/1 [==============================] - 0s 398ms/step
91%|█████████ | 9759/10770 [1:05:26<08:57, 1.88it/s]
1/1 [==============================] - 0s 462ms/step
91%|█████████ | 9760/10770 [1:05:27<09:15, 1.82it/s]
1/1 [==============================] - 0s 434ms/step
91%|█████████ | 9761/10770 [1:05:27<09:28, 1.78it/s]
1/1 [==============================] - 0s 451ms/step
91%|█████████ | 9762/10770 [1:05:28<09:38, 1.74it/s]
1/1 [==============================] - 0s 422ms/step
91%|█████████ | 9763/10770 [1:05:28<09:27, 1.77it/s]
1/1 [==============================] - 0s 476ms/step
91%|█████████ | 9764/10770 [1:05:29<09:26, 1.78it/s]
1/1 [==============================] - 0s 453ms/step
91%|█████████ | 9765/10770 [1:05:29<09:27, 1.77it/s]
1/1 [==============================] - 0s 422ms/step
91%|█████████ | 9766/10770 [1:05:30<09:23, 1.78it/s]
1/1 [==============================] - 0s 479ms/step
91%|█████████ | 9767/10770 [1:05:31<09:33, 1.75it/s]
1/1 [==============================] - 0s 420ms/step
91%|█████████ | 9768/10770 [1:05:31<09:21, 1.78it/s]
1/1 [==============================] - 0s 374ms/step
91%|█████████ | 9769/10770 [1:05:32<10:14, 1.63it/s]
1/1 [==============================] - 0s 387ms/step
91%|█████████ | 9770/10770 [1:05:32<09:30, 1.75it/s]
1/1 [==============================] - 0s 385ms/step
91%|█████████ | 9771/10770 [1:05:33<09:05, 1.83it/s]
1/1 [==============================] - 0s 372ms/step
91%|█████████ | 9772/10770 [1:05:34<10:05, 1.65it/s]
1/1 [==============================] - 0s 250ms/step
91%|█████████ | 9773/10770 [1:05:34<08:41, 1.91it/s]
1/1 [==============================] - 0s 371ms/step
91%|█████████ | 9774/10770 [1:05:35<09:44, 1.71it/s]
1/1 [==============================] - 0s 248ms/step
91%|█████████ | 9775/10770 [1:05:35<08:24, 1.97it/s]
1/1 [==============================] - 0s 341ms/step
91%|█████████ | 9776/10770 [1:05:35<08:00, 2.07it/s]
1/1 [==============================] - 0s 357ms/step
91%|█████████ | 9777/10770 [1:05:36<07:45, 2.13it/s]
1/1 [==============================] - 0s 355ms/step
91%|█████████ | 9778/10770 [1:05:36<07:37, 2.17it/s]
1/1 [==============================] - 0s 358ms/step
91%|█████████ | 9779/10770 [1:05:37<07:29, 2.20it/s]
1/1 [==============================] - 0s 379ms/step
91%|█████████ | 9780/10770 [1:05:37<07:31, 2.19it/s]
1/1 [==============================] - 0s 356ms/step
91%|█████████ | 9781/10770 [1:05:38<07:25, 2.22it/s]
1/1 [==============================] - 0s 356ms/step
91%|█████████ | 9782/10770 [1:05:38<07:28, 2.20it/s]
1/1 [==============================] - 0s 341ms/step
91%|█████████ | 9783/10770 [1:05:38<07:19, 2.24it/s]
1/1 [==============================] - 0s 363ms/step
91%|█████████ | 9784/10770 [1:05:39<07:18, 2.25it/s]
1/1 [==============================] - 0s 344ms/step
91%|█████████ | 9785/10770 [1:05:39<07:17, 2.25it/s]
1/1 [==============================] - 0s 359ms/step
91%|█████████ | 9786/10770 [1:05:40<07:14, 2.26it/s]
1/1 [==============================] - 0s 374ms/step
91%|█████████ | 9787/10770 [1:05:40<07:15, 2.26it/s]
1/1 [==============================] - 0s 350ms/step
91%|█████████ | 9788/10770 [1:05:41<07:09, 2.28it/s]
1/1 [==============================] - 0s 389ms/step
91%|█████████ | 9789/10770 [1:05:41<07:19, 2.23it/s]
1/1 [==============================] - 0s 451ms/step
91%|█████████ | 9790/10770 [1:05:42<09:01, 1.81it/s]
1/1 [==============================] - 0s 411ms/step
91%|█████████ | 9791/10770 [1:05:42<08:48, 1.85it/s]
1/1 [==============================] - 0s 435ms/step
91%|█████████ | 9792/10770 [1:05:43<08:56, 1.82it/s]
1/1 [==============================] - 0s 401ms/step
91%|█████████ | 9793/10770 [1:05:44<08:55, 1.83it/s]
1/1 [==============================] - 0s 392ms/step
91%|█████████ | 9794/10770 [1:05:44<08:35, 1.89it/s]
1/1 [==============================] - 0s 391ms/step
91%|█████████ | 9795/10770 [1:05:45<09:36, 1.69it/s]
1/1 [==============================] - 0s 401ms/step
91%|█████████ | 9796/10770 [1:05:45<10:22, 1.56it/s]
1/1 [==============================] - 0s 369ms/step
91%|█████████ | 9797/10770 [1:05:46<09:31, 1.70it/s]
1/1 [==============================] - 0s 409ms/step
91%|█████████ | 9798/10770 [1:05:46<09:03, 1.79it/s]
1/1 [==============================] - 0s 393ms/step
91%|█████████ | 9799/10770 [1:05:47<09:54, 1.63it/s]
1/1 [==============================] - 0s 452ms/step
91%|█████████ | 9800/10770 [1:05:48<09:44, 1.66it/s]
1/1 [==============================] - 0s 374ms/step
91%|█████████ | 9801/10770 [1:05:48<10:24, 1.55it/s]
1/1 [==============================] - 0s 231ms/step
91%|█████████ | 9802/10770 [1:05:49<08:45, 1.84it/s]
1/1 [==============================] - 0s 383ms/step
91%|█████████ | 9803/10770 [1:05:50<09:43, 1.66it/s]
1/1 [==============================] - 0s 231ms/step
91%|█████████ | 9804/10770 [1:05:50<08:23, 1.92it/s]
1/1 [==============================] - 0s 352ms/step
91%|█████████ | 9805/10770 [1:05:50<07:55, 2.03it/s]
1/1 [==============================] - 0s 352ms/step
91%|█████████ | 9806/10770 [1:05:51<07:40, 2.09it/s]
1/1 [==============================] - 0s 359ms/step
91%|█████████ | 9807/10770 [1:05:51<07:30, 2.14it/s]
1/1 [==============================] - 0s 355ms/step
91%|█████████ | 9808/10770 [1:05:52<08:50, 1.81it/s]
1/1 [==============================] - 0s 222ms/step
91%|█████████ | 9809/10770 [1:05:52<07:39, 2.09it/s]
1/1 [==============================] - 0s 342ms/step
91%|█████████ | 9810/10770 [1:05:53<07:24, 2.16it/s]
1/1 [==============================] - 0s 368ms/step
91%|█████████ | 9811/10770 [1:05:53<07:22, 2.17it/s]
1/1 [==============================] - 0s 346ms/step
91%|█████████ | 9812/10770 [1:05:54<07:13, 2.21it/s]
1/1 [==============================] - 0s 369ms/step
91%|█████████ | 9813/10770 [1:05:54<07:09, 2.23it/s]
1/1 [==============================] - 0s 367ms/step
91%|█████████ | 9814/10770 [1:05:54<07:12, 2.21it/s]
1/1 [==============================] - 0s 349ms/step
91%|█████████ | 9815/10770 [1:05:55<07:10, 2.22it/s]
1/1 [==============================] - 0s 355ms/step
91%|█████████ | 9816/10770 [1:05:55<07:05, 2.24it/s]
1/1 [==============================] - 0s 349ms/step
91%|█████████ | 9817/10770 [1:05:56<07:00, 2.27it/s]
1/1 [==============================] - 0s 364ms/step
91%|█████████ | 9818/10770 [1:05:56<06:59, 2.27it/s]
1/1 [==============================] - 0s 348ms/step
91%|█████████ | 9819/10770 [1:05:57<06:53, 2.30it/s]
1/1 [==============================] - 0s 345ms/step
91%|█████████ | 9820/10770 [1:05:57<06:47, 2.33it/s]
1/1 [==============================] - 0s 371ms/step
91%|█████████ | 9821/10770 [1:05:57<06:49, 2.32it/s]
1/1 [==============================] - 0s 452ms/step
91%|█████████ | 9822/10770 [1:05:58<07:16, 2.17it/s]
1/1 [==============================] - 0s 475ms/step
91%|█████████ | 9823/10770 [1:05:59<09:01, 1.75it/s]
1/1 [==============================] - 0s 401ms/step
91%|█████████ | 9824/10770 [1:05:59<08:38, 1.82it/s]
1/1 [==============================] - 0s 434ms/step
91%|█████████ | 9825/10770 [1:06:00<08:46, 1.79it/s]
1/1 [==============================] - 0s 407ms/step
91%|█████████ | 9826/10770 [1:06:00<08:42, 1.81it/s]
1/1 [==============================] - 0s 458ms/step
91%|█████████ | 9827/10770 [1:06:01<08:53, 1.77it/s]
1/1 [==============================] - 0s 418ms/step
91%|█████████▏| 9828/10770 [1:06:02<08:41, 1.81it/s]
1/1 [==============================] - 1s 546ms/step
91%|█████████▏| 9829/10770 [1:06:02<09:10, 1.71it/s]
1/1 [==============================] - 0s 494ms/step
91%|█████████▏| 9830/10770 [1:06:03<09:22, 1.67it/s]
1/1 [==============================] - 0s 437ms/step
91%|█████████▏| 9831/10770 [1:06:03<09:12, 1.70it/s]
1/1 [==============================] - 0s 418ms/step
91%|█████████▏| 9832/10770 [1:06:04<09:02, 1.73it/s]
1/1 [==============================] - 0s 365ms/step
91%|█████████▏| 9833/10770 [1:06:04<08:22, 1.86it/s]
1/1 [==============================] - 0s 383ms/step
91%|█████████▏| 9834/10770 [1:06:05<08:04, 1.93it/s]
1/1 [==============================] - 0s 362ms/step
91%|█████████▏| 9835/10770 [1:06:05<07:39, 2.03it/s]
1/1 [==============================] - 0s 360ms/step
91%|█████████▏| 9836/10770 [1:06:06<07:27, 2.09it/s]
1/1 [==============================] - 0s 374ms/step
91%|█████████▏| 9837/10770 [1:06:06<07:22, 2.11it/s]
1/1 [==============================] - 0s 365ms/step
91%|█████████▏| 9838/10770 [1:06:07<07:12, 2.15it/s]
1/1 [==============================] - 0s 363ms/step
91%|█████████▏| 9839/10770 [1:06:07<07:09, 2.17it/s]
1/1 [==============================] - 0s 351ms/step
91%|█████████▏| 9840/10770 [1:06:08<07:00, 2.21it/s]
1/1 [==============================] - 0s 394ms/step
91%|█████████▏| 9841/10770 [1:06:08<07:06, 2.18it/s]
1/1 [==============================] - 0s 377ms/step
91%|█████████▏| 9842/10770 [1:06:08<07:04, 2.19it/s]
1/1 [==============================] - 0s 355ms/step
91%|█████████▏| 9843/10770 [1:06:09<06:57, 2.22it/s]
1/1 [==============================] - 0s 385ms/step
91%|█████████▏| 9844/10770 [1:06:09<06:59, 2.21it/s]
1/1 [==============================] - 0s 367ms/step
91%|█████████▏| 9845/10770 [1:06:10<06:55, 2.23it/s]
1/1 [==============================] - 0s 366ms/step
91%|█████████▏| 9846/10770 [1:06:10<06:55, 2.22it/s]
1/1 [==============================] - 0s 381ms/step
91%|█████████▏| 9847/10770 [1:06:11<07:01, 2.19it/s]
1/1 [==============================] - 0s 365ms/step
91%|█████████▏| 9848/10770 [1:06:11<06:58, 2.20it/s]
1/1 [==============================] - 0s 354ms/step
91%|█████████▏| 9849/10770 [1:06:12<06:50, 2.24it/s]
1/1 [==============================] - 0s 363ms/step
91%|█████████▏| 9850/10770 [1:06:12<06:49, 2.25it/s]
1/1 [==============================] - 0s 399ms/step
91%|█████████▏| 9851/10770 [1:06:13<08:07, 1.88it/s]
1/1 [==============================] - 0s 320ms/step
91%|█████████▏| 9852/10770 [1:06:13<07:28, 2.05it/s]
1/1 [==============================] - 0s 359ms/step
91%|█████████▏| 9853/10770 [1:06:14<07:13, 2.12it/s]
1/1 [==============================] - 0s 371ms/step
91%|█████████▏| 9854/10770 [1:06:14<08:23, 1.82it/s]
1/1 [==============================] - 0s 371ms/step
92%|█████████▏| 9855/10770 [1:06:15<07:59, 1.91it/s]
1/1 [==============================] - 0s 363ms/step
92%|█████████▏| 9856/10770 [1:06:16<08:54, 1.71it/s]
1/1 [==============================] - 0s 401ms/step
92%|█████████▏| 9857/10770 [1:06:16<08:24, 1.81it/s]
1/1 [==============================] - 0s 451ms/step
92%|█████████▏| 9858/10770 [1:06:17<08:42, 1.75it/s]
1/1 [==============================] - 0s 422ms/step
92%|█████████▏| 9859/10770 [1:06:17<08:25, 1.80it/s]
1/1 [==============================] - 0s 430ms/step
92%|█████████▏| 9860/10770 [1:06:18<08:17, 1.83it/s]
1/1 [==============================] - 0s 392ms/step
92%|█████████▏| 9861/10770 [1:06:18<07:56, 1.91it/s]
1/1 [==============================] - 0s 463ms/step
92%|█████████▏| 9862/10770 [1:06:19<09:19, 1.62it/s]
1/1 [==============================] - 0s 419ms/step
92%|█████████▏| 9863/10770 [1:06:20<08:52, 1.70it/s]
1/1 [==============================] - 0s 379ms/step
92%|█████████▏| 9864/10770 [1:06:20<08:19, 1.81it/s]
1/1 [==============================] - 0s 352ms/step
92%|█████████▏| 9865/10770 [1:06:20<07:49, 1.93it/s]
1/1 [==============================] - 0s 368ms/step
92%|█████████▏| 9866/10770 [1:06:21<07:28, 2.02it/s]
1/1 [==============================] - 0s 374ms/step
92%|█████████▏| 9867/10770 [1:06:21<07:19, 2.05it/s]
1/1 [==============================] - 0s 352ms/step
92%|█████████▏| 9868/10770 [1:06:22<07:01, 2.14it/s]
1/1 [==============================] - 0s 391ms/step
92%|█████████▏| 9869/10770 [1:06:22<08:15, 1.82it/s]
1/1 [==============================] - 0s 355ms/step
92%|█████████▏| 9870/10770 [1:06:23<07:43, 1.94it/s]
1/1 [==============================] - 0s 370ms/step
92%|█████████▏| 9871/10770 [1:06:23<07:22, 2.03it/s]
1/1 [==============================] - 0s 355ms/step
92%|█████████▏| 9872/10770 [1:06:24<08:23, 1.78it/s]
1/1 [==============================] - 0s 222ms/step
92%|█████████▏| 9873/10770 [1:06:24<07:18, 2.04it/s]
1/1 [==============================] - 0s 331ms/step
92%|█████████▏| 9874/10770 [1:06:25<06:57, 2.15it/s]
1/1 [==============================] - 0s 368ms/step
92%|█████████▏| 9875/10770 [1:06:26<08:08, 1.83it/s]
1/1 [==============================] - 0s 227ms/step
92%|█████████▏| 9876/10770 [1:06:26<07:00, 2.12it/s]
1/1 [==============================] - 0s 356ms/step
92%|█████████▏| 9877/10770 [1:06:26<06:52, 2.16it/s]
1/1 [==============================] - 0s 353ms/step
92%|█████████▏| 9878/10770 [1:06:27<06:43, 2.21it/s]
1/1 [==============================] - 0s 368ms/step
92%|█████████▏| 9879/10770 [1:06:27<07:57, 1.87it/s]
1/1 [==============================] - 0s 225ms/step
92%|█████████▏| 9880/10770 [1:06:28<06:58, 2.13it/s]
1/1 [==============================] - 0s 347ms/step
92%|█████████▏| 9881/10770 [1:06:28<06:46, 2.18it/s]
1/1 [==============================] - 0s 363ms/step
92%|█████████▏| 9882/10770 [1:06:29<06:44, 2.19it/s]
1/1 [==============================] - 0s 349ms/step
92%|█████████▏| 9883/10770 [1:06:29<06:35, 2.25it/s]
1/1 [==============================] - 0s 372ms/step
92%|█████████▏| 9884/10770 [1:06:30<06:34, 2.24it/s]
1/1 [==============================] - 0s 352ms/step
92%|█████████▏| 9885/10770 [1:06:30<06:26, 2.29it/s]
1/1 [==============================] - 0s 373ms/step
92%|█████████▏| 9886/10770 [1:06:31<07:39, 1.92it/s]
1/1 [==============================] - 0s 391ms/step
92%|█████████▏| 9887/10770 [1:06:31<07:27, 1.97it/s]
1/1 [==============================] - 0s 418ms/step
92%|█████████▏| 9888/10770 [1:06:32<07:37, 1.93it/s]
1/1 [==============================] - 0s 410ms/step
92%|█████████▏| 9889/10770 [1:06:32<07:30, 1.96it/s]
1/1 [==============================] - 0s 386ms/step
92%|█████████▏| 9890/10770 [1:06:33<07:17, 2.01it/s]
1/1 [==============================] - 0s 429ms/step
92%|█████████▏| 9891/10770 [1:06:33<07:27, 1.97it/s]
1/1 [==============================] - 0s 390ms/step
92%|█████████▏| 9892/10770 [1:06:34<07:14, 2.02it/s]
1/1 [==============================] - 0s 369ms/step
92%|█████████▏| 9893/10770 [1:06:34<08:12, 1.78it/s]
1/1 [==============================] - 0s 428ms/step
92%|█████████▏| 9894/10770 [1:06:35<09:04, 1.61it/s]
1/1 [==============================] - 0s 403ms/step
92%|█████████▏| 9895/10770 [1:06:36<08:30, 1.71it/s]
1/1 [==============================] - 0s 420ms/step
92%|█████████▏| 9896/10770 [1:06:36<08:12, 1.78it/s]
1/1 [==============================] - 0s 427ms/step
92%|█████████▏| 9897/10770 [1:06:37<08:06, 1.80it/s]
1/1 [==============================] - 0s 362ms/step
92%|█████████▏| 9898/10770 [1:06:37<07:32, 1.93it/s]
1/1 [==============================] - 0s 364ms/step
92%|█████████▏| 9899/10770 [1:06:38<07:10, 2.02it/s]
1/1 [==============================] - 0s 340ms/step
92%|█████████▏| 9900/10770 [1:06:38<06:48, 2.13it/s]
1/1 [==============================] - 0s 353ms/step
92%|█████████▏| 9901/10770 [1:06:38<06:36, 2.19it/s]
1/1 [==============================] - 0s 369ms/step
92%|█████████▏| 9902/10770 [1:06:39<06:36, 2.19it/s]
1/1 [==============================] - 0s 368ms/step
92%|█████████▏| 9903/10770 [1:06:39<06:31, 2.21it/s]
1/1 [==============================] - 0s 342ms/step
92%|█████████▏| 9904/10770 [1:06:40<06:22, 2.26it/s]
1/1 [==============================] - 0s 365ms/step
92%|█████████▏| 9905/10770 [1:06:40<06:20, 2.28it/s]
1/1 [==============================] - 0s 367ms/step
92%|█████████▏| 9906/10770 [1:06:41<06:21, 2.26it/s]
1/1 [==============================] - 0s 356ms/step
92%|█████████▏| 9907/10770 [1:06:41<06:17, 2.29it/s]
1/1 [==============================] - 0s 362ms/step
92%|█████████▏| 9908/10770 [1:06:41<06:14, 2.30it/s]
1/1 [==============================] - 0s 348ms/step
92%|█████████▏| 9909/10770 [1:06:42<06:10, 2.32it/s]
1/1 [==============================] - 0s 349ms/step
92%|█████████▏| 9910/10770 [1:06:42<06:07, 2.34it/s]
1/1 [==============================] - 0s 367ms/step
92%|█████████▏| 9911/10770 [1:06:43<07:23, 1.94it/s]
1/1 [==============================] - 0s 375ms/step
92%|█████████▏| 9912/10770 [1:06:43<07:06, 2.01it/s]
1/1 [==============================] - 0s 359ms/step
92%|█████████▏| 9913/10770 [1:06:44<07:01, 2.04it/s]
1/1 [==============================] - 0s 374ms/step
92%|█████████▏| 9914/10770 [1:06:44<06:49, 2.09it/s]
1/1 [==============================] - 0s 384ms/step
92%|█████████▏| 9915/10770 [1:06:45<07:53, 1.81it/s]
1/1 [==============================] - 0s 345ms/step
92%|█████████▏| 9916/10770 [1:06:45<07:17, 1.95it/s]
1/1 [==============================] - 0s 370ms/step
92%|█████████▏| 9917/10770 [1:06:46<07:00, 2.03it/s]
1/1 [==============================] - 0s 348ms/step
92%|█████████▏| 9918/10770 [1:06:46<06:40, 2.13it/s]
1/1 [==============================] - 0s 403ms/step
92%|█████████▏| 9919/10770 [1:06:47<07:42, 1.84it/s]
1/1 [==============================] - 0s 420ms/step
92%|█████████▏| 9920/10770 [1:06:48<07:34, 1.87it/s]
1/1 [==============================] - 0s 373ms/step
92%|█████████▏| 9921/10770 [1:06:48<07:10, 1.97it/s]
1/1 [==============================] - 0s 369ms/step
92%|█████████▏| 9922/10770 [1:06:48<06:52, 2.05it/s]
1/1 [==============================] - 0s 385ms/step
92%|█████████▏| 9923/10770 [1:06:49<07:50, 1.80it/s]
1/1 [==============================] - 0s 400ms/step
92%|█████████▏| 9924/10770 [1:06:50<07:42, 1.83it/s]
1/1 [==============================] - 0s 468ms/step
92%|█████████▏| 9925/10770 [1:06:50<07:39, 1.84it/s]
1/1 [==============================] - 0s 408ms/step
92%|█████████▏| 9926/10770 [1:06:51<07:30, 1.87it/s]
1/1 [==============================] - 0s 369ms/step
92%|█████████▏| 9927/10770 [1:06:51<07:06, 1.98it/s]
1/1 [==============================] - 0s 368ms/step
92%|█████████▏| 9928/10770 [1:06:52<07:59, 1.76it/s]
1/1 [==============================] - 0s 425ms/step
92%|█████████▏| 9929/10770 [1:06:52<07:45, 1.81it/s]
1/1 [==============================] - 0s 395ms/step
92%|█████████▏| 9930/10770 [1:06:53<07:26, 1.88it/s]
1/1 [==============================] - 0s 363ms/step
92%|█████████▏| 9931/10770 [1:06:53<07:06, 1.97it/s]
1/1 [==============================] - 0s 350ms/step
92%|█████████▏| 9932/10770 [1:06:54<06:44, 2.07it/s]
1/1 [==============================] - 0s 351ms/step
92%|█████████▏| 9933/10770 [1:06:55<07:46, 1.79it/s]
1/1 [==============================] - 0s 356ms/step
92%|█████████▏| 9934/10770 [1:06:55<07:12, 1.93it/s]
1/1 [==============================] - 0s 376ms/step
92%|█████████▏| 9935/10770 [1:06:55<06:57, 2.00it/s]
1/1 [==============================] - 0s 359ms/step
92%|█████████▏| 9936/10770 [1:06:56<06:39, 2.09it/s]
1/1 [==============================] - 0s 353ms/step
92%|█████████▏| 9937/10770 [1:06:56<06:24, 2.17it/s]
1/1 [==============================] - 0s 363ms/step
92%|█████████▏| 9938/10770 [1:06:57<06:17, 2.20it/s]
1/1 [==============================] - 0s 349ms/step
92%|█████████▏| 9939/10770 [1:06:57<06:08, 2.26it/s]
1/1 [==============================] - 0s 361ms/step
92%|█████████▏| 9940/10770 [1:06:58<06:04, 2.27it/s]
1/1 [==============================] - 0s 355ms/step
92%|█████████▏| 9941/10770 [1:06:58<06:00, 2.30it/s]
1/1 [==============================] - 0s 361ms/step
92%|█████████▏| 9942/10770 [1:06:58<05:59, 2.31it/s]
1/1 [==============================] - 0s 368ms/step
92%|█████████▏| 9943/10770 [1:06:59<06:01, 2.29it/s]
1/1 [==============================] - 0s 360ms/step
92%|█████████▏| 9944/10770 [1:06:59<06:02, 2.28it/s]
1/1 [==============================] - 0s 378ms/step
92%|█████████▏| 9945/10770 [1:07:00<06:04, 2.26it/s]
1/1 [==============================] - 0s 371ms/step
92%|█████████▏| 9946/10770 [1:07:00<06:08, 2.24it/s]
1/1 [==============================] - 0s 358ms/step
92%|█████████▏| 9947/10770 [1:07:01<06:04, 2.26it/s]
1/1 [==============================] - 0s 387ms/step
92%|█████████▏| 9948/10770 [1:07:01<07:16, 1.88it/s]
1/1 [==============================] - 0s 359ms/step
92%|█████████▏| 9949/10770 [1:07:02<08:01, 1.70it/s]
1/1 [==============================] - 0s 268ms/step
92%|█████████▏| 9950/10770 [1:07:02<06:59, 1.95it/s]
1/1 [==============================] - 0s 357ms/step
92%|█████████▏| 9951/10770 [1:07:03<06:38, 2.05it/s]
1/1 [==============================] - 0s 372ms/step
92%|█████████▏| 9952/10770 [1:07:03<06:29, 2.10it/s]
1/1 [==============================] - 0s 437ms/step
92%|█████████▏| 9953/10770 [1:07:04<06:43, 2.02it/s]
1/1 [==============================] - 0s 416ms/step
92%|█████████▏| 9954/10770 [1:07:04<06:49, 1.99it/s]
1/1 [==============================] - 0s 435ms/step
92%|█████████▏| 9955/10770 [1:07:05<07:54, 1.72it/s]
1/1 [==============================] - 0s 406ms/step
92%|█████████▏| 9956/10770 [1:07:06<07:34, 1.79it/s]
1/1 [==============================] - 0s 424ms/step
92%|█████████▏| 9957/10770 [1:07:06<08:35, 1.58it/s]
1/1 [==============================] - 0s 423ms/step
92%|█████████▏| 9958/10770 [1:07:07<08:08, 1.66it/s]
1/1 [==============================] - 0s 368ms/step
92%|█████████▏| 9959/10770 [1:07:07<07:35, 1.78it/s]
1/1 [==============================] - 0s 403ms/step
92%|█████████▏| 9960/10770 [1:07:08<07:15, 1.86it/s]
1/1 [==============================] - 0s 401ms/step
92%|█████████▏| 9961/10770 [1:07:08<07:08, 1.89it/s]
1/1 [==============================] - 0s 450ms/step
92%|█████████▏| 9962/10770 [1:07:09<07:16, 1.85it/s]
1/1 [==============================] - 0s 429ms/step
93%|█████████▎| 9963/10770 [1:07:10<07:10, 1.88it/s]
1/1 [==============================] - 0s 425ms/step
93%|█████████▎| 9964/10770 [1:07:10<07:03, 1.90it/s]
1/1 [==============================] - 0s 360ms/step
93%|█████████▎| 9965/10770 [1:07:11<07:51, 1.71it/s]
1/1 [==============================] - 0s 360ms/step
93%|█████████▎| 9966/10770 [1:07:11<07:14, 1.85it/s]
1/1 [==============================] - 0s 356ms/step
93%|█████████▎| 9967/10770 [1:07:12<06:45, 1.98it/s]
1/1 [==============================] - 0s 357ms/step
93%|█████████▎| 9968/10770 [1:07:12<06:27, 2.07it/s]
1/1 [==============================] - 0s 392ms/step
93%|█████████▎| 9969/10770 [1:07:13<06:25, 2.08it/s]
1/1 [==============================] - 0s 372ms/step
93%|█████████▎| 9970/10770 [1:07:13<06:15, 2.13it/s]
1/1 [==============================] - 0s 352ms/step
93%|█████████▎| 9971/10770 [1:07:13<06:03, 2.20it/s]
1/1 [==============================] - 0s 360ms/step
93%|█████████▎| 9972/10770 [1:07:14<07:06, 1.87it/s]
1/1 [==============================] - 0s 313ms/step
93%|█████████▎| 9973/10770 [1:07:14<06:29, 2.05it/s]
1/1 [==============================] - 0s 346ms/step
93%|█████████▎| 9974/10770 [1:07:15<06:11, 2.14it/s]
1/1 [==============================] - 0s 353ms/step
93%|█████████▎| 9975/10770 [1:07:15<05:59, 2.21it/s]
1/1 [==============================] - 0s 353ms/step
93%|█████████▎| 9976/10770 [1:07:16<05:51, 2.26it/s]
1/1 [==============================] - 0s 364ms/step
93%|█████████▎| 9977/10770 [1:07:16<07:03, 1.87it/s]
1/1 [==============================] - 0s 220ms/step
93%|█████████▎| 9978/10770 [1:07:17<06:06, 2.16it/s]
1/1 [==============================] - 0s 360ms/step
93%|█████████▎| 9979/10770 [1:07:17<06:05, 2.16it/s]
1/1 [==============================] - 0s 353ms/step
93%|█████████▎| 9980/10770 [1:07:18<05:59, 2.20it/s]
1/1 [==============================] - 0s 366ms/step
93%|█████████▎| 9981/10770 [1:07:18<05:56, 2.22it/s]
1/1 [==============================] - 0s 360ms/step
93%|█████████▎| 9982/10770 [1:07:19<05:51, 2.24it/s]
1/1 [==============================] - 0s 367ms/step
93%|█████████▎| 9983/10770 [1:07:19<05:49, 2.25it/s]
1/1 [==============================] - 0s 342ms/step
93%|█████████▎| 9984/10770 [1:07:19<05:46, 2.27it/s]
1/1 [==============================] - 0s 348ms/step
93%|█████████▎| 9985/10770 [1:07:20<05:41, 2.30it/s]
1/1 [==============================] - 0s 372ms/step
93%|█████████▎| 9986/10770 [1:07:21<06:47, 1.92it/s]
1/1 [==============================] - 0s 415ms/step
93%|█████████▎| 9987/10770 [1:07:21<06:42, 1.95it/s]
1/1 [==============================] - 0s 438ms/step
93%|█████████▎| 9988/10770 [1:07:22<07:41, 1.69it/s]
1/1 [==============================] - 0s 411ms/step
93%|█████████▎| 9989/10770 [1:07:22<07:22, 1.77it/s]
1/1 [==============================] - 0s 435ms/step
93%|█████████▎| 9990/10770 [1:07:23<08:14, 1.58it/s]
1/1 [==============================] - 0s 396ms/step
93%|█████████▎| 9991/10770 [1:07:24<07:40, 1.69it/s]
1/1 [==============================] - 0s 420ms/step
93%|█████████▎| 9992/10770 [1:07:24<07:21, 1.76it/s]
1/1 [==============================] - 0s 390ms/step
93%|█████████▎| 9993/10770 [1:07:25<07:02, 1.84it/s]
1/1 [==============================] - 0s 424ms/step
93%|█████████▎| 9994/10770 [1:07:25<06:55, 1.87it/s]
1/1 [==============================] - 0s 447ms/step
93%|█████████▎| 9995/10770 [1:07:26<07:04, 1.83it/s]
1/1 [==============================] - 0s 424ms/step
93%|█████████▎| 9996/10770 [1:07:26<07:03, 1.83it/s]
1/1 [==============================] - 0s 369ms/step
93%|█████████▎| 9997/10770 [1:07:27<06:38, 1.94it/s]
1/1 [==============================] - 0s 376ms/step
93%|█████████▎| 9998/10770 [1:07:27<07:24, 1.74it/s]
1/1 [==============================] - 0s 361ms/step
93%|█████████▎| 9999/10770 [1:07:28<06:51, 1.88it/s]
1/1 [==============================] - 0s 357ms/step
93%|█████████▎| 10000/10770 [1:07:29<07:33, 1.70it/s]
1/1 [==============================] - 0s 238ms/step
93%|█████████▎| 10001/10770 [1:07:29<06:31, 1.97it/s]
1/1 [==============================] - 0s 354ms/step
93%|█████████▎| 10002/10770 [1:07:29<06:12, 2.06it/s]
1/1 [==============================] - 0s 348ms/step
93%|█████████▎| 10003/10770 [1:07:30<05:57, 2.15it/s]
1/1 [==============================] - 0s 351ms/step
93%|█████████▎| 10004/10770 [1:07:30<05:51, 2.18it/s]
1/1 [==============================] - 0s 350ms/step
93%|█████████▎| 10005/10770 [1:07:31<05:42, 2.24it/s]
1/1 [==============================] - 0s 361ms/step
93%|█████████▎| 10006/10770 [1:07:31<06:43, 1.89it/s]
1/1 [==============================] - 0s 220ms/step
93%|█████████▎| 10007/10770 [1:07:32<05:49, 2.18it/s]
1/1 [==============================] - 0s 368ms/step
93%|█████████▎| 10008/10770 [1:07:32<05:43, 2.22it/s]
1/1 [==============================] - 0s 355ms/step
93%|█████████▎| 10009/10770 [1:07:32<05:36, 2.26it/s]
1/1 [==============================] - 0s 364ms/step
93%|█████████▎| 10010/10770 [1:07:33<05:33, 2.28it/s]
1/1 [==============================] - 0s 351ms/step
93%|█████████▎| 10011/10770 [1:07:34<06:44, 1.88it/s]
1/1 [==============================] - 0s 221ms/step
93%|█████████▎| 10012/10770 [1:07:34<05:52, 2.15it/s]
1/1 [==============================] - 0s 358ms/step
93%|█████████▎| 10013/10770 [1:07:34<05:48, 2.17it/s]
1/1 [==============================] - 0s 356ms/step
93%|█████████▎| 10014/10770 [1:07:35<05:40, 2.22it/s]
1/1 [==============================] - 0s 368ms/step
93%|█████████▎| 10015/10770 [1:07:35<05:37, 2.23it/s]
1/1 [==============================] - 0s 360ms/step
93%|█████████▎| 10016/10770 [1:07:36<05:35, 2.25it/s]
1/1 [==============================] - 0s 386ms/step
93%|█████████▎| 10017/10770 [1:07:36<05:37, 2.23it/s]
1/1 [==============================] - 0s 390ms/step
93%|█████████▎| 10018/10770 [1:07:37<06:42, 1.87it/s]
1/1 [==============================] - 0s 380ms/step
93%|█████████▎| 10019/10770 [1:07:38<07:27, 1.68it/s]
1/1 [==============================] - 0s 415ms/step
93%|█████████▎| 10020/10770 [1:07:38<07:08, 1.75it/s]
1/1 [==============================] - 0s 423ms/step
93%|█████████▎| 10021/10770 [1:07:39<07:46, 1.61it/s]
1/1 [==============================] - 0s 437ms/step
93%|█████████▎| 10022/10770 [1:07:39<07:24, 1.68it/s]
1/1 [==============================] - 0s 415ms/step
93%|█████████▎| 10023/10770 [1:07:40<07:07, 1.75it/s]
1/1 [==============================] - 0s 441ms/step
93%|█████████▎| 10024/10770 [1:07:41<07:01, 1.77it/s]
1/1 [==============================] - 0s 386ms/step
93%|█████████▎| 10025/10770 [1:07:41<06:41, 1.86it/s]
1/1 [==============================] - 0s 413ms/step
93%|█████████▎| 10026/10770 [1:07:42<07:33, 1.64it/s]
1/1 [==============================] - 0s 413ms/step
93%|█████████▎| 10027/10770 [1:07:42<07:08, 1.73it/s]
1/1 [==============================] - 0s 362ms/step
93%|█████████▎| 10028/10770 [1:07:43<07:41, 1.61it/s]
1/1 [==============================] - 0s 330ms/step
93%|█████████▎| 10029/10770 [1:07:43<06:51, 1.80it/s]
1/1 [==============================] - 0s 360ms/step
93%|█████████▎| 10030/10770 [1:07:44<07:27, 1.65it/s]
1/1 [==============================] - 0s 227ms/step
93%|█████████▎| 10031/10770 [1:07:44<06:18, 1.95it/s]
1/1 [==============================] - 0s 347ms/step
93%|█████████▎| 10032/10770 [1:07:45<05:57, 2.06it/s]
1/1 [==============================] - 0s 352ms/step
93%|█████████▎| 10033/10770 [1:07:45<05:45, 2.13it/s]
1/1 [==============================] - 0s 352ms/step
93%|█████████▎| 10034/10770 [1:07:46<05:40, 2.16it/s]
1/1 [==============================] - 0s 363ms/step
93%|█████████▎| 10035/10770 [1:07:46<06:37, 1.85it/s]
1/1 [==============================] - 0s 217ms/step
93%|█████████▎| 10036/10770 [1:07:47<05:41, 2.15it/s]
1/1 [==============================] - 0s 371ms/step
93%|█████████▎| 10037/10770 [1:07:47<05:36, 2.18it/s]
1/1 [==============================] - 0s 359ms/step
93%|█████████▎| 10038/10770 [1:07:48<05:29, 2.22it/s]
1/1 [==============================] - 0s 368ms/step
93%|█████████▎| 10039/10770 [1:07:48<06:27, 1.89it/s]
1/1 [==============================] - 0s 232ms/step
93%|█████████▎| 10040/10770 [1:07:49<05:36, 2.17it/s]
1/1 [==============================] - 0s 348ms/step
93%|█████████▎| 10041/10770 [1:07:49<05:25, 2.24it/s]
1/1 [==============================] - 0s 345ms/step
93%|█████████▎| 10042/10770 [1:07:49<05:22, 2.26it/s]
1/1 [==============================] - 0s 367ms/step
93%|█████████▎| 10043/10770 [1:07:50<05:25, 2.23it/s]
1/1 [==============================] - 0s 374ms/step
93%|█████████▎| 10044/10770 [1:07:51<06:24, 1.89it/s]
1/1 [==============================] - 0s 227ms/step
93%|█████████▎| 10045/10770 [1:07:51<05:36, 2.16it/s]
1/1 [==============================] - 0s 363ms/step
93%|█████████▎| 10046/10770 [1:07:51<05:30, 2.19it/s]
1/1 [==============================] - 0s 338ms/step
93%|█████████▎| 10047/10770 [1:07:52<05:23, 2.24it/s]
1/1 [==============================] - 0s 342ms/step
93%|█████████▎| 10048/10770 [1:07:52<05:20, 2.25it/s]
1/1 [==============================] - 0s 390ms/step
93%|█████████▎| 10049/10770 [1:07:53<05:31, 2.17it/s]
1/1 [==============================] - 0s 403ms/step
93%|█████████▎| 10050/10770 [1:07:53<05:42, 2.10it/s]
1/1 [==============================] - 0s 420ms/step
93%|█████████▎| 10051/10770 [1:07:54<05:53, 2.03it/s]
1/1 [==============================] - 0s 442ms/step
93%|█████████▎| 10052/10770 [1:07:54<06:07, 1.95it/s]
1/1 [==============================] - 0s 454ms/step
93%|█████████▎| 10053/10770 [1:07:55<06:21, 1.88it/s]
1/1 [==============================] - 0s 417ms/step
93%|█████████▎| 10054/10770 [1:07:55<06:16, 1.90it/s]
1/1 [==============================] - 0s 450ms/step
93%|█████████▎| 10055/10770 [1:07:56<06:26, 1.85it/s]
1/1 [==============================] - 0s 433ms/step
93%|█████████▎| 10056/10770 [1:07:57<06:29, 1.83it/s]
1/1 [==============================] - 0s 433ms/step
93%|█████████▎| 10057/10770 [1:07:57<06:30, 1.83it/s]
1/1 [==============================] - 0s 452ms/step
93%|█████████▎| 10058/10770 [1:07:58<07:24, 1.60it/s]
1/1 [==============================] - 0s 391ms/step
93%|█████████▎| 10059/10770 [1:07:58<06:51, 1.73it/s]
1/1 [==============================] - 0s 447ms/step
93%|█████████▎| 10060/10770 [1:07:59<06:47, 1.74it/s]
1/1 [==============================] - 0s 393ms/step
93%|█████████▎| 10061/10770 [1:08:00<07:34, 1.56it/s]
1/1 [==============================] - 0s 356ms/step
93%|█████████▎| 10062/10770 [1:08:00<06:51, 1.72it/s]
1/1 [==============================] - 0s 355ms/step
93%|█████████▎| 10063/10770 [1:08:01<07:20, 1.61it/s]
1/1 [==============================] - 0s 291ms/step
93%|█████████▎| 10064/10770 [1:08:01<06:24, 1.83it/s]
1/1 [==============================] - 0s 348ms/step
93%|█████████▎| 10065/10770 [1:08:02<05:57, 1.97it/s]
1/1 [==============================] - 0s 352ms/step
93%|█████████▎| 10066/10770 [1:08:02<05:38, 2.08it/s]
1/1 [==============================] - 0s 363ms/step
93%|█████████▎| 10067/10770 [1:08:03<06:33, 1.79it/s]
1/1 [==============================] - 0s 245ms/step
93%|█████████▎| 10068/10770 [1:08:03<05:42, 2.05it/s]
1/1 [==============================] - 0s 356ms/step
93%|█████████▎| 10069/10770 [1:08:04<05:29, 2.12it/s]
1/1 [==============================] - 0s 371ms/step
94%|█████████▎| 10070/10770 [1:08:04<05:24, 2.16it/s]
1/1 [==============================] - 0s 340ms/step
94%|█████████▎| 10071/10770 [1:08:04<05:12, 2.23it/s]
1/1 [==============================] - 0s 350ms/step
94%|█████████▎| 10072/10770 [1:08:05<05:06, 2.28it/s]
1/1 [==============================] - 0s 367ms/step
94%|█████████▎| 10073/10770 [1:08:05<05:04, 2.29it/s]
1/1 [==============================] - 0s 365ms/step
94%|█████████▎| 10074/10770 [1:08:06<05:07, 2.26it/s]
1/1 [==============================] - 0s 359ms/step
94%|█████████▎| 10075/10770 [1:08:07<06:08, 1.88it/s]
1/1 [==============================] - 0s 231ms/step
94%|█████████▎| 10076/10770 [1:08:07<05:19, 2.17it/s]
1/1 [==============================] - 0s 373ms/step
94%|█████████▎| 10077/10770 [1:08:08<06:14, 1.85it/s]
1/1 [==============================] - 0s 235ms/step
94%|█████████▎| 10078/10770 [1:08:08<05:30, 2.09it/s]
1/1 [==============================] - 0s 366ms/step
94%|█████████▎| 10079/10770 [1:08:08<05:24, 2.13it/s]
1/1 [==============================] - 0s 357ms/step
94%|█████████▎| 10080/10770 [1:08:09<05:15, 2.19it/s]
1/1 [==============================] - 0s 360ms/step
94%|█████████▎| 10081/10770 [1:08:09<06:10, 1.86it/s]
1/1 [==============================] - 0s 373ms/step
94%|█████████▎| 10082/10770 [1:08:10<05:54, 1.94it/s]
1/1 [==============================] - 0s 420ms/step
94%|█████████▎| 10083/10770 [1:08:10<05:57, 1.92it/s]
1/1 [==============================] - 0s 368ms/step
94%|█████████▎| 10084/10770 [1:08:11<05:44, 1.99it/s]
1/1 [==============================] - 0s 428ms/step
94%|█████████▎| 10085/10770 [1:08:11<05:51, 1.95it/s]
1/1 [==============================] - 0s 415ms/step
94%|█████████▎| 10086/10770 [1:08:12<05:55, 1.92it/s]
1/1 [==============================] - 0s 420ms/step
94%|█████████▎| 10087/10770 [1:08:13<05:54, 1.93it/s]
1/1 [==============================] - 0s 412ms/step
94%|█████████▎| 10088/10770 [1:08:13<06:44, 1.69it/s]
1/1 [==============================] - 0s 425ms/step
94%|█████████▎| 10089/10770 [1:08:14<07:27, 1.52it/s]
1/1 [==============================] - 0s 389ms/step
94%|█████████▎| 10090/10770 [1:08:15<06:48, 1.66it/s]
1/1 [==============================] - 0s 455ms/step
94%|█████████▎| 10091/10770 [1:08:15<07:22, 1.53it/s]
1/1 [==============================] - 0s 359ms/step
94%|█████████▎| 10092/10770 [1:08:16<06:36, 1.71it/s]
1/1 [==============================] - 0s 359ms/step
94%|█████████▎| 10093/10770 [1:08:16<07:05, 1.59it/s]
1/1 [==============================] - 0s 369ms/step
94%|█████████▎| 10094/10770 [1:08:17<06:25, 1.75it/s]
1/1 [==============================] - 0s 345ms/step
94%|█████████▎| 10095/10770 [1:08:17<05:53, 1.91it/s]
1/1 [==============================] - 0s 355ms/step
94%|█████████▎| 10096/10770 [1:08:18<05:36, 2.00it/s]
1/1 [==============================] - 0s 358ms/step
94%|█████████▍| 10097/10770 [1:08:18<05:23, 2.08it/s]
1/1 [==============================] - 0s 353ms/step
94%|█████████▍| 10098/10770 [1:08:19<06:13, 1.80it/s]
1/1 [==============================] - 0s 247ms/step
94%|█████████▍| 10099/10770 [1:08:19<05:26, 2.06it/s]
1/1 [==============================] - 0s 349ms/step
94%|█████████▍| 10100/10770 [1:08:20<05:14, 2.13it/s]
1/1 [==============================] - 0s 374ms/step
94%|█████████▍| 10101/10770 [1:08:20<05:10, 2.16it/s]
1/1 [==============================] - 0s 350ms/step
94%|█████████▍| 10102/10770 [1:08:21<06:02, 1.84it/s]
1/1 [==============================] - 0s 247ms/step
94%|█████████▍| 10103/10770 [1:08:21<05:16, 2.11it/s]
1/1 [==============================] - 0s 352ms/step
94%|█████████▍| 10104/10770 [1:08:22<05:06, 2.17it/s]
1/1 [==============================] - 0s 362ms/step
94%|█████████▍| 10105/10770 [1:08:22<05:01, 2.21it/s]
1/1 [==============================] - 0s 381ms/step
94%|█████████▍| 10106/10770 [1:08:23<05:01, 2.20it/s]
1/1 [==============================] - 0s 358ms/step
94%|█████████▍| 10107/10770 [1:08:23<04:56, 2.24it/s]
1/1 [==============================] - 0s 355ms/step
94%|█████████▍| 10108/10770 [1:08:23<04:51, 2.27it/s]
1/1 [==============================] - 0s 347ms/step
94%|█████████▍| 10109/10770 [1:08:24<04:46, 2.31it/s]
1/1 [==============================] - 0s 348ms/step
94%|█████████▍| 10110/10770 [1:08:24<04:44, 2.32it/s]
1/1 [==============================] - 0s 384ms/step
94%|█████████▍| 10111/10770 [1:08:25<04:53, 2.25it/s]
1/1 [==============================] - 0s 375ms/step
94%|█████████▍| 10112/10770 [1:08:25<04:53, 2.25it/s]
1/1 [==============================] - 0s 395ms/step
94%|█████████▍| 10113/10770 [1:08:26<04:56, 2.21it/s]
1/1 [==============================] - 0s 401ms/step
94%|█████████▍| 10114/10770 [1:08:26<05:59, 1.83it/s]
1/1 [==============================] - 0s 390ms/step
94%|█████████▍| 10115/10770 [1:08:27<05:43, 1.91it/s]
1/1 [==============================] - 0s 449ms/step
94%|█████████▍| 10116/10770 [1:08:27<05:49, 1.87it/s]
1/1 [==============================] - 0s 443ms/step
94%|█████████▍| 10117/10770 [1:08:28<05:52, 1.85it/s]
1/1 [==============================] - 0s 408ms/step
94%|█████████▍| 10118/10770 [1:08:28<05:46, 1.88it/s]
1/1 [==============================] - 0s 425ms/step
94%|█████████▍| 10119/10770 [1:08:29<06:36, 1.64it/s]
1/1 [==============================] - 0s 399ms/step
94%|█████████▍| 10120/10770 [1:08:30<07:05, 1.53it/s]
1/1 [==============================] - 0s 437ms/step
94%|█████████▍| 10121/10770 [1:08:31<06:39, 1.62it/s]
1/1 [==============================] - 0s 434ms/step
94%|█████████▍| 10122/10770 [1:08:31<06:30, 1.66it/s]
1/1 [==============================] - 0s 388ms/step
94%|█████████▍| 10123/10770 [1:08:32<06:04, 1.78it/s]
1/1 [==============================] - 0s 404ms/step
94%|█████████▍| 10124/10770 [1:08:32<05:54, 1.82it/s]
1/1 [==============================] - 0s 371ms/step
94%|█████████▍| 10125/10770 [1:08:33<05:32, 1.94it/s]
1/1 [==============================] - 0s 342ms/step
94%|█████████▍| 10126/10770 [1:08:33<05:11, 2.07it/s]
1/1 [==============================] - 0s 380ms/step
94%|█████████▍| 10127/10770 [1:08:33<05:05, 2.10it/s]
1/1 [==============================] - 0s 356ms/step
94%|█████████▍| 10128/10770 [1:08:34<04:56, 2.17it/s]
1/1 [==============================] - 0s 364ms/step
94%|█████████▍| 10129/10770 [1:08:34<04:50, 2.20it/s]
1/1 [==============================] - 0s 374ms/step
94%|█████████▍| 10130/10770 [1:08:35<05:42, 1.87it/s]
1/1 [==============================] - 0s 359ms/step
94%|█████████▍| 10131/10770 [1:08:35<05:21, 1.99it/s]
1/1 [==============================] - 0s 351ms/step
94%|█████████▍| 10132/10770 [1:08:36<05:06, 2.08it/s]
1/1 [==============================] - 0s 396ms/step
94%|█████████▍| 10133/10770 [1:08:36<05:06, 2.08it/s]
1/1 [==============================] - 0s 362ms/step
94%|█████████▍| 10134/10770 [1:08:37<04:57, 2.14it/s]
1/1 [==============================] - 0s 358ms/step
94%|█████████▍| 10135/10770 [1:08:37<05:46, 1.83it/s]
1/1 [==============================] - 0s 229ms/step
94%|█████████▍| 10136/10770 [1:08:38<04:59, 2.12it/s]
1/1 [==============================] - 0s 351ms/step
94%|█████████▍| 10137/10770 [1:08:38<04:51, 2.17it/s]
1/1 [==============================] - 0s 367ms/step
94%|█████████▍| 10138/10770 [1:08:39<05:41, 1.85it/s]
1/1 [==============================] - 0s 229ms/step
94%|█████████▍| 10139/10770 [1:08:39<04:56, 2.13it/s]
1/1 [==============================] - 0s 368ms/step
94%|█████████▍| 10140/10770 [1:08:40<04:49, 2.18it/s]
1/1 [==============================] - 0s 350ms/step
94%|█████████▍| 10141/10770 [1:08:40<04:41, 2.23it/s]
1/1 [==============================] - 0s 364ms/step
94%|█████████▍| 10142/10770 [1:08:41<04:38, 2.25it/s]
1/1 [==============================] - 0s 349ms/step
94%|█████████▍| 10143/10770 [1:08:41<04:34, 2.28it/s]
1/1 [==============================] - 0s 359ms/step
94%|█████████▍| 10144/10770 [1:08:41<04:35, 2.27it/s]
1/1 [==============================] - 0s 375ms/step
94%|█████████▍| 10145/10770 [1:08:42<04:37, 2.25it/s]
1/1 [==============================] - 0s 375ms/step
94%|█████████▍| 10146/10770 [1:08:42<04:38, 2.24it/s]
1/1 [==============================] - 0s 386ms/step
94%|█████████▍| 10147/10770 [1:08:43<04:41, 2.21it/s]
1/1 [==============================] - 0s 433ms/step
94%|█████████▍| 10148/10770 [1:08:43<04:56, 2.10it/s]
1/1 [==============================] - 0s 429ms/step
94%|█████████▍| 10149/10770 [1:08:44<05:49, 1.78it/s]
1/1 [==============================] - 0s 411ms/step
94%|█████████▍| 10150/10770 [1:08:45<06:25, 1.61it/s]
1/1 [==============================] - 0s 430ms/step
94%|█████████▍| 10151/10770 [1:08:45<06:06, 1.69it/s]
1/1 [==============================] - 0s 431ms/step
94%|█████████▍| 10152/10770 [1:08:46<06:45, 1.52it/s]
1/1 [==============================] - 0s 405ms/step
94%|█████████▍| 10153/10770 [1:08:47<06:17, 1.63it/s]
1/1 [==============================] - 0s 415ms/step
94%|█████████▍| 10154/10770 [1:08:47<06:02, 1.70it/s]
1/1 [==============================] - 0s 439ms/step
94%|█████████▍| 10155/10770 [1:08:48<05:58, 1.72it/s]
1/1 [==============================] - 0s 451ms/step
94%|█████████▍| 10156/10770 [1:08:48<05:56, 1.72it/s]
1/1 [==============================] - 0s 380ms/step
94%|█████████▍| 10157/10770 [1:08:49<06:34, 1.55it/s]
1/1 [==============================] - 0s 352ms/step
94%|█████████▍| 10158/10770 [1:08:50<06:51, 1.49it/s]
1/1 [==============================] - 0s 230ms/step
94%|█████████▍| 10159/10770 [1:08:50<05:41, 1.79it/s]
1/1 [==============================] - 0s 351ms/step
94%|█████████▍| 10160/10770 [1:08:51<05:16, 1.93it/s]
1/1 [==============================] - 0s 374ms/step
94%|█████████▍| 10161/10770 [1:08:51<05:02, 2.01it/s]
1/1 [==============================] - 0s 369ms/step
94%|█████████▍| 10162/10770 [1:08:52<04:52, 2.08it/s]
1/1 [==============================] - 0s 355ms/step
94%|█████████▍| 10163/10770 [1:08:52<05:35, 1.81it/s]
1/1 [==============================] - 0s 235ms/step
94%|█████████▍| 10164/10770 [1:08:53<04:50, 2.09it/s]
1/1 [==============================] - 0s 353ms/step
94%|█████████▍| 10165/10770 [1:08:53<04:42, 2.14it/s]
1/1 [==============================] - 0s 352ms/step
94%|█████████▍| 10166/10770 [1:08:53<04:36, 2.18it/s]
1/1 [==============================] - 0s 368ms/step
94%|█████████▍| 10167/10770 [1:08:54<04:35, 2.19it/s]
1/1 [==============================] - 0s 365ms/step
94%|█████████▍| 10168/10770 [1:08:55<05:23, 1.86it/s]
1/1 [==============================] - 0s 227ms/step
94%|█████████▍| 10169/10770 [1:08:55<04:39, 2.15it/s]
1/1 [==============================] - 0s 355ms/step
94%|█████████▍| 10170/10770 [1:08:55<04:31, 2.21it/s]
1/1 [==============================] - 0s 364ms/step
94%|█████████▍| 10171/10770 [1:08:56<04:27, 2.24it/s]
1/1 [==============================] - 0s 359ms/step
94%|█████████▍| 10172/10770 [1:08:56<05:17, 1.88it/s]
1/1 [==============================] - 0s 238ms/step
94%|█████████▍| 10173/10770 [1:08:57<04:36, 2.16it/s]
1/1 [==============================] - 0s 359ms/step
94%|█████████▍| 10174/10770 [1:08:57<04:29, 2.21it/s]
1/1 [==============================] - 0s 354ms/step
94%|█████████▍| 10175/10770 [1:08:58<04:24, 2.25it/s]
1/1 [==============================] - 0s 365ms/step
94%|█████████▍| 10176/10770 [1:08:58<05:16, 1.88it/s]
1/1 [==============================] - 0s 227ms/step
94%|█████████▍| 10177/10770 [1:08:59<04:34, 2.16it/s]
1/1 [==============================] - 0s 413ms/step
95%|█████████▍| 10178/10770 [1:08:59<04:47, 2.06it/s]
1/1 [==============================] - 0s 386ms/step
95%|█████████▍| 10179/10770 [1:09:00<04:44, 2.07it/s]
1/1 [==============================] - 0s 444ms/step
95%|█████████▍| 10180/10770 [1:09:00<05:01, 1.95it/s]
1/1 [==============================] - 0s 407ms/step
95%|█████████▍| 10181/10770 [1:09:01<05:05, 1.93it/s]
1/1 [==============================] - 0s 420ms/step
95%|█████████▍| 10182/10770 [1:09:01<05:05, 1.92it/s]
1/1 [==============================] - 0s 419ms/step
95%|█████████▍| 10183/10770 [1:09:02<05:05, 1.92it/s]
1/1 [==============================] - 0s 416ms/step
95%|█████████▍| 10184/10770 [1:09:02<05:08, 1.90it/s]
1/1 [==============================] - 0s 350ms/step
95%|█████████▍| 10185/10770 [1:09:03<04:48, 2.02it/s]
1/1 [==============================] - 0s 421ms/step
95%|█████████▍| 10186/10770 [1:09:03<04:50, 2.01it/s]
1/1 [==============================] - 0s 443ms/step
95%|█████████▍| 10187/10770 [1:09:04<04:57, 1.96it/s]
1/1 [==============================] - 0s 460ms/step
95%|█████████▍| 10188/10770 [1:09:04<05:08, 1.89it/s]
1/1 [==============================] - 0s 447ms/step
95%|█████████▍| 10189/10770 [1:09:05<05:15, 1.84it/s]
1/1 [==============================] - 0s 421ms/step
95%|█████████▍| 10190/10770 [1:09:06<05:15, 1.84it/s]
1/1 [==============================] - 0s 352ms/step
95%|█████████▍| 10191/10770 [1:09:06<04:53, 1.97it/s]
1/1 [==============================] - 0s 365ms/step
95%|█████████▍| 10192/10770 [1:09:06<04:43, 2.04it/s]
1/1 [==============================] - 0s 355ms/step
95%|█████████▍| 10193/10770 [1:09:07<05:22, 1.79it/s]
1/1 [==============================] - 0s 371ms/step
95%|█████████▍| 10194/10770 [1:09:08<05:01, 1.91it/s]
1/1 [==============================] - 0s 365ms/step
95%|█████████▍| 10195/10770 [1:09:08<04:45, 2.01it/s]
1/1 [==============================] - 0s 326ms/step
95%|█████████▍| 10196/10770 [1:09:08<04:27, 2.15it/s]
1/1 [==============================] - 0s 366ms/step
95%|█████████▍| 10197/10770 [1:09:09<04:26, 2.15it/s]
1/1 [==============================] - 0s 358ms/step
95%|█████████▍| 10198/10770 [1:09:09<04:19, 2.21it/s]
1/1 [==============================] - 0s 378ms/step
95%|█████████▍| 10199/10770 [1:09:10<04:20, 2.20it/s]
1/1 [==============================] - 0s 351ms/step
95%|█████████▍| 10200/10770 [1:09:10<04:16, 2.22it/s]
1/1 [==============================] - 0s 364ms/step
95%|█████████▍| 10201/10770 [1:09:11<05:05, 1.86it/s]
1/1 [==============================] - 0s 370ms/step
95%|█████████▍| 10202/10770 [1:09:12<05:37, 1.68it/s]
1/1 [==============================] - 0s 360ms/step
95%|█████████▍| 10203/10770 [1:09:12<05:09, 1.83it/s]
1/1 [==============================] - 0s 368ms/step
95%|█████████▍| 10204/10770 [1:09:13<05:41, 1.66it/s]
1/1 [==============================] - 0s 300ms/step
95%|█████████▍| 10205/10770 [1:09:13<05:02, 1.87it/s]
1/1 [==============================] - 0s 356ms/step
95%|█████████▍| 10206/10770 [1:09:14<04:43, 1.99it/s]
1/1 [==============================] - 0s 383ms/step
95%|█████████▍| 10207/10770 [1:09:14<04:34, 2.05it/s]
1/1 [==============================] - 0s 357ms/step
95%|█████████▍| 10208/10770 [1:09:15<04:24, 2.13it/s]
1/1 [==============================] - 0s 369ms/step
95%|█████████▍| 10209/10770 [1:09:15<04:18, 2.17it/s]
1/1 [==============================] - 0s 352ms/step
95%|█████████▍| 10210/10770 [1:09:15<04:14, 2.20it/s]
1/1 [==============================] - 0s 399ms/step
95%|█████████▍| 10211/10770 [1:09:16<04:18, 2.16it/s]
1/1 [==============================] - 0s 406ms/step
95%|█████████▍| 10212/10770 [1:09:16<04:27, 2.09it/s]
1/1 [==============================] - 0s 439ms/step
95%|█████████▍| 10213/10770 [1:09:17<04:37, 2.01it/s]
1/1 [==============================] - 0s 408ms/step
95%|█████████▍| 10214/10770 [1:09:17<04:38, 1.99it/s]
1/1 [==============================] - 0s 465ms/step
95%|█████████▍| 10215/10770 [1:09:18<05:22, 1.72it/s]
1/1 [==============================] - 0s 420ms/step
95%|█████████▍| 10216/10770 [1:09:19<05:55, 1.56it/s]
1/1 [==============================] - 0s 422ms/step
95%|█████████▍| 10217/10770 [1:09:20<06:15, 1.47it/s]
1/1 [==============================] - 0s 417ms/step
95%|█████████▍| 10218/10770 [1:09:20<06:22, 1.44it/s]
1/1 [==============================] - 0s 413ms/step
95%|█████████▍| 10219/10770 [1:09:21<05:50, 1.57it/s]
1/1 [==============================] - 0s 398ms/step
95%|█████████▍| 10220/10770 [1:09:22<06:11, 1.48it/s]
1/1 [==============================] - 0s 355ms/step
95%|█████████▍| 10221/10770 [1:09:22<05:31, 1.65it/s]
1/1 [==============================] - 0s 369ms/step
95%|█████████▍| 10222/10770 [1:09:23<05:04, 1.80it/s]
1/1 [==============================] - 0s 348ms/step
95%|█████████▍| 10223/10770 [1:09:23<05:31, 1.65it/s]
1/1 [==============================] - 0s 235ms/step
95%|█████████▍| 10224/10770 [1:09:24<04:42, 1.93it/s]
1/1 [==============================] - 0s 357ms/step
95%|█████████▍| 10225/10770 [1:09:24<04:27, 2.04it/s]
1/1 [==============================] - 0s 371ms/step
95%|█████████▍| 10226/10770 [1:09:25<04:18, 2.10it/s]
1/1 [==============================] - 0s 357ms/step
95%|█████████▍| 10227/10770 [1:09:25<04:13, 2.14it/s]
1/1 [==============================] - 0s 361ms/step
95%|█████████▍| 10228/10770 [1:09:25<04:07, 2.19it/s]
1/1 [==============================] - 0s 357ms/step
95%|█████████▍| 10229/10770 [1:09:26<04:03, 2.22it/s]
1/1 [==============================] - 0s 349ms/step
95%|█████████▍| 10230/10770 [1:09:26<03:58, 2.27it/s]
1/1 [==============================] - 0s 355ms/step
95%|█████████▍| 10231/10770 [1:09:27<03:54, 2.29it/s]
1/1 [==============================] - 0s 356ms/step
95%|█████████▌| 10232/10770 [1:09:27<03:57, 2.26it/s]
1/1 [==============================] - 0s 360ms/step
95%|█████████▌| 10233/10770 [1:09:28<03:55, 2.28it/s]
1/1 [==============================] - 0s 357ms/step
95%|█████████▌| 10234/10770 [1:09:28<03:54, 2.29it/s]
1/1 [==============================] - 0s 362ms/step
95%|█████████▌| 10235/10770 [1:09:28<03:53, 2.30it/s]
1/1 [==============================] - 0s 368ms/step
95%|█████████▌| 10236/10770 [1:09:29<04:38, 1.92it/s]
1/1 [==============================] - 0s 220ms/step
95%|█████████▌| 10237/10770 [1:09:29<04:02, 2.20it/s]
1/1 [==============================] - 0s 348ms/step
95%|█████████▌| 10238/10770 [1:09:30<03:55, 2.26it/s]
1/1 [==============================] - 0s 354ms/step
95%|█████████▌| 10239/10770 [1:09:30<03:55, 2.26it/s]
1/1 [==============================] - 0s 356ms/step
95%|█████████▌| 10240/10770 [1:09:31<04:39, 1.89it/s]
1/1 [==============================] - 0s 230ms/step
95%|█████████▌| 10241/10770 [1:09:31<04:03, 2.17it/s]
1/1 [==============================] - 0s 353ms/step
95%|█████████▌| 10242/10770 [1:09:32<03:56, 2.23it/s]
1/1 [==============================] - 0s 413ms/step
95%|█████████▌| 10243/10770 [1:09:32<04:08, 2.12it/s]
1/1 [==============================] - 0s 411ms/step
95%|█████████▌| 10244/10770 [1:09:33<04:16, 2.05it/s]
1/1 [==============================] - 0s 427ms/step
95%|█████████▌| 10245/10770 [1:09:33<04:24, 1.99it/s]
1/1 [==============================] - 0s 438ms/step
95%|█████████▌| 10246/10770 [1:09:34<04:28, 1.95it/s]
1/1 [==============================] - 0s 403ms/step
95%|█████████▌| 10247/10770 [1:09:34<04:27, 1.95it/s]
1/1 [==============================] - 0s 403ms/step
95%|█████████▌| 10248/10770 [1:09:35<04:25, 1.97it/s]
1/1 [==============================] - 0s 421ms/step
95%|█████████▌| 10249/10770 [1:09:35<04:26, 1.95it/s]
1/1 [==============================] - 0s 424ms/step
95%|█████████▌| 10250/10770 [1:09:36<04:29, 1.93it/s]
1/1 [==============================] - 0s 429ms/step
95%|█████████▌| 10251/10770 [1:09:37<04:33, 1.89it/s]
1/1 [==============================] - 0s 414ms/step
95%|█████████▌| 10252/10770 [1:09:37<05:11, 1.66it/s]
1/1 [==============================] - 0s 380ms/step
95%|█████████▌| 10253/10770 [1:09:38<04:52, 1.77it/s]
1/1 [==============================] - 0s 477ms/step
95%|█████████▌| 10254/10770 [1:09:39<05:33, 1.55it/s]
1/1 [==============================] - 0s 369ms/step
95%|█████████▌| 10255/10770 [1:09:39<05:00, 1.71it/s]
1/1 [==============================] - 0s 355ms/step
95%|█████████▌| 10256/10770 [1:09:40<05:21, 1.60it/s]
1/1 [==============================] - 0s 358ms/step
95%|█████████▌| 10257/10770 [1:09:40<04:52, 1.75it/s]
1/1 [==============================] - 0s 349ms/step
95%|█████████▌| 10258/10770 [1:09:41<04:28, 1.91it/s]
1/1 [==============================] - 0s 364ms/step
95%|█████████▌| 10259/10770 [1:09:41<05:00, 1.70it/s]
1/1 [==============================] - 0s 358ms/step
95%|█████████▌| 10260/10770 [1:09:42<04:35, 1.85it/s]
1/1 [==============================] - 0s 364ms/step
95%|█████████▌| 10261/10770 [1:09:42<04:19, 1.96it/s]
1/1 [==============================] - 0s 354ms/step
95%|█████████▌| 10262/10770 [1:09:43<04:05, 2.07it/s]
1/1 [==============================] - 0s 368ms/step
95%|█████████▌| 10263/10770 [1:09:43<03:58, 2.13it/s]
1/1 [==============================] - 0s 363ms/step
95%|█████████▌| 10264/10770 [1:09:44<03:51, 2.18it/s]
1/1 [==============================] - 0s 381ms/step
95%|█████████▌| 10265/10770 [1:09:44<04:33, 1.84it/s]
1/1 [==============================] - 0s 255ms/step
95%|█████████▌| 10266/10770 [1:09:45<04:05, 2.05it/s]
1/1 [==============================] - 0s 361ms/step
95%|█████████▌| 10267/10770 [1:09:45<03:56, 2.13it/s]
1/1 [==============================] - 0s 358ms/step
95%|█████████▌| 10268/10770 [1:09:45<03:50, 2.18it/s]
1/1 [==============================] - 0s 361ms/step
95%|█████████▌| 10269/10770 [1:09:46<03:46, 2.22it/s]
1/1 [==============================] - 0s 372ms/step
95%|█████████▌| 10270/10770 [1:09:46<03:44, 2.23it/s]
1/1 [==============================] - 0s 354ms/step
95%|█████████▌| 10271/10770 [1:09:47<03:41, 2.26it/s]
1/1 [==============================] - 0s 376ms/step
95%|█████████▌| 10272/10770 [1:09:47<03:42, 2.24it/s]
1/1 [==============================] - 0s 350ms/step
95%|█████████▌| 10273/10770 [1:09:48<04:25, 1.87it/s]
1/1 [==============================] - 0s 267ms/step
95%|█████████▌| 10274/10770 [1:09:48<04:05, 2.02it/s]
1/1 [==============================] - 0s 381ms/step
95%|█████████▌| 10275/10770 [1:09:49<03:57, 2.08it/s]
1/1 [==============================] - 0s 449ms/step
95%|█████████▌| 10276/10770 [1:09:49<04:08, 1.99it/s]
1/1 [==============================] - 0s 405ms/step
95%|█████████▌| 10277/10770 [1:09:50<04:47, 1.72it/s]
1/1 [==============================] - 0s 417ms/step
95%|█████████▌| 10278/10770 [1:09:51<04:36, 1.78it/s]
1/1 [==============================] - 0s 391ms/step
95%|█████████▌| 10279/10770 [1:09:51<04:27, 1.84it/s]
1/1 [==============================] - 0s 430ms/step
95%|█████████▌| 10280/10770 [1:09:52<04:28, 1.83it/s]
1/1 [==============================] - 0s 438ms/step
95%|█████████▌| 10281/10770 [1:09:52<04:29, 1.81it/s]
1/1 [==============================] - 0s 467ms/step
95%|█████████▌| 10282/10770 [1:09:53<04:34, 1.78it/s]
1/1 [==============================] - 0s 423ms/step
95%|█████████▌| 10283/10770 [1:09:53<04:34, 1.78it/s]
1/1 [==============================] - 0s 436ms/step
95%|█████████▌| 10284/10770 [1:09:54<04:29, 1.81it/s]
1/1 [==============================] - 0s 457ms/step
95%|█████████▌| 10285/10770 [1:09:55<04:32, 1.78it/s]
1/1 [==============================] - 0s 373ms/step
96%|█████████▌| 10286/10770 [1:09:55<04:18, 1.87it/s]
1/1 [==============================] - 0s 427ms/step
96%|█████████▌| 10287/10770 [1:09:56<04:23, 1.83it/s]
1/1 [==============================] - 0s 361ms/step
96%|█████████▌| 10288/10770 [1:09:56<04:53, 1.64it/s]
1/1 [==============================] - 0s 374ms/step
96%|█████████▌| 10289/10770 [1:09:57<04:28, 1.79it/s]
1/1 [==============================] - 0s 354ms/step
96%|█████████▌| 10290/10770 [1:09:57<04:09, 1.93it/s]
1/1 [==============================] - 0s 365ms/step
96%|█████████▌| 10291/10770 [1:09:58<03:57, 2.02it/s]
1/1 [==============================] - 0s 368ms/step
96%|█████████▌| 10292/10770 [1:09:58<03:49, 2.08it/s]
1/1 [==============================] - 0s 351ms/step
96%|█████████▌| 10293/10770 [1:09:59<03:40, 2.16it/s]
1/1 [==============================] - 0s 333ms/step
96%|█████████▌| 10294/10770 [1:09:59<03:31, 2.25it/s]
1/1 [==============================] - 0s 349ms/step
96%|█████████▌| 10295/10770 [1:09:59<03:26, 2.30it/s]
1/1 [==============================] - 0s 353ms/step
96%|█████████▌| 10296/10770 [1:10:00<03:23, 2.33it/s]
1/1 [==============================] - 0s 373ms/step
96%|█████████▌| 10297/10770 [1:10:00<03:27, 2.28it/s]
1/1 [==============================] - 0s 377ms/step
96%|█████████▌| 10298/10770 [1:10:01<04:11, 1.88it/s]
1/1 [==============================] - 0s 361ms/step
96%|█████████▌| 10299/10770 [1:10:02<04:38, 1.69it/s]
1/1 [==============================] - 0s 245ms/step
96%|█████████▌| 10300/10770 [1:10:02<03:58, 1.97it/s]
1/1 [==============================] - 0s 319ms/step
96%|█████████▌| 10301/10770 [1:10:02<03:41, 2.11it/s]
1/1 [==============================] - 0s 362ms/step
96%|█████████▌| 10302/10770 [1:10:03<04:15, 1.83it/s]
1/1 [==============================] - 0s 231ms/step
96%|█████████▌| 10303/10770 [1:10:03<03:40, 2.11it/s]
1/1 [==============================] - 0s 353ms/step
96%|█████████▌| 10304/10770 [1:10:04<03:33, 2.18it/s]
1/1 [==============================] - 0s 377ms/step
96%|█████████▌| 10305/10770 [1:10:04<03:31, 2.20it/s]
1/1 [==============================] - 0s 350ms/step
96%|█████████▌| 10306/10770 [1:10:05<03:26, 2.25it/s]
1/1 [==============================] - 0s 365ms/step
96%|█████████▌| 10307/10770 [1:10:05<03:24, 2.26it/s]
1/1 [==============================] - 0s 362ms/step
96%|█████████▌| 10308/10770 [1:10:06<04:04, 1.89it/s]
1/1 [==============================] - 0s 398ms/step
96%|█████████▌| 10309/10770 [1:10:06<04:03, 1.89it/s]
1/1 [==============================] - 0s 391ms/step
96%|█████████▌| 10310/10770 [1:10:07<04:36, 1.67it/s]
1/1 [==============================] - 0s 399ms/step
96%|█████████▌| 10311/10770 [1:10:08<04:57, 1.55it/s]
1/1 [==============================] - 0s 415ms/step
96%|█████████▌| 10312/10770 [1:10:08<04:36, 1.66it/s]
1/1 [==============================] - 0s 388ms/step
96%|█████████▌| 10313/10770 [1:10:09<04:17, 1.78it/s]
1/1 [==============================] - 0s 418ms/step
96%|█████████▌| 10314/10770 [1:10:09<04:05, 1.86it/s]
1/1 [==============================] - 0s 407ms/step
96%|█████████▌| 10315/10770 [1:10:10<03:58, 1.91it/s]
1/1 [==============================] - 0s 416ms/step
96%|█████████▌| 10316/10770 [1:10:10<03:54, 1.93it/s]
1/1 [==============================] - 0s 421ms/step
96%|█████████▌| 10317/10770 [1:10:11<03:56, 1.92it/s]
1/1 [==============================] - 0s 411ms/step
96%|█████████▌| 10318/10770 [1:10:11<03:56, 1.91it/s]
1/1 [==============================] - 0s 404ms/step
96%|█████████▌| 10319/10770 [1:10:12<03:55, 1.91it/s]
1/1 [==============================] - 0s 367ms/step
96%|█████████▌| 10320/10770 [1:10:13<04:25, 1.69it/s]
1/1 [==============================] - 0s 363ms/step
96%|█████████▌| 10321/10770 [1:10:13<04:43, 1.58it/s]
1/1 [==============================] - 0s 330ms/step
96%|█████████▌| 10322/10770 [1:10:14<04:12, 1.78it/s]
1/1 [==============================] - 0s 382ms/step
96%|█████████▌| 10323/10770 [1:10:14<03:56, 1.89it/s]
1/1 [==============================] - 0s 361ms/step
96%|█████████▌| 10324/10770 [1:10:15<03:43, 2.00it/s]
1/1 [==============================] - 0s 379ms/step
96%|█████████▌| 10325/10770 [1:10:15<03:35, 2.07it/s]
1/1 [==============================] - 0s 366ms/step
96%|█████████▌| 10326/10770 [1:10:16<04:07, 1.79it/s]
1/1 [==============================] - 0s 222ms/step
96%|█████████▌| 10327/10770 [1:10:16<03:31, 2.09it/s]
1/1 [==============================] - 0s 353ms/step
96%|█████████▌| 10328/10770 [1:10:17<03:25, 2.15it/s]
1/1 [==============================] - 0s 370ms/step
96%|█████████▌| 10329/10770 [1:10:17<03:58, 1.85it/s]
1/1 [==============================] - 0s 227ms/step
96%|█████████▌| 10330/10770 [1:10:18<03:26, 2.13it/s]
1/1 [==============================] - 0s 379ms/step
96%|█████████▌| 10331/10770 [1:10:18<04:01, 1.82it/s]
1/1 [==============================] - 0s 216ms/step
96%|█████████▌| 10332/10770 [1:10:19<03:27, 2.11it/s]
1/1 [==============================] - 0s 365ms/step
96%|█████████▌| 10333/10770 [1:10:19<03:59, 1.82it/s]
1/1 [==============================] - 0s 229ms/step
96%|█████████▌| 10334/10770 [1:10:20<03:26, 2.11it/s]
1/1 [==============================] - 0s 373ms/step
96%|█████████▌| 10335/10770 [1:10:20<03:22, 2.15it/s]
1/1 [==============================] - 0s 352ms/step
96%|█████████▌| 10336/10770 [1:10:21<03:17, 2.20it/s]
1/1 [==============================] - 0s 363ms/step
96%|█████████▌| 10337/10770 [1:10:21<03:14, 2.23it/s]
1/1 [==============================] - 0s 375ms/step
96%|█████████▌| 10338/10770 [1:10:21<03:13, 2.24it/s]
1/1 [==============================] - 0s 365ms/step
96%|█████████▌| 10339/10770 [1:10:22<03:10, 2.26it/s]
1/1 [==============================] - 0s 402ms/step
96%|█████████▌| 10340/10770 [1:10:22<03:14, 2.21it/s]
1/1 [==============================] - 0s 395ms/step
96%|█████████▌| 10341/10770 [1:10:23<03:23, 2.11it/s]
1/1 [==============================] - 0s 444ms/step
96%|█████████▌| 10342/10770 [1:10:24<04:08, 1.72it/s]
1/1 [==============================] - 0s 384ms/step
96%|█████████▌| 10343/10770 [1:10:24<04:31, 1.58it/s]
1/1 [==============================] - 0s 361ms/step
96%|█████████▌| 10344/10770 [1:10:25<04:07, 1.72it/s]
1/1 [==============================] - 0s 419ms/step
96%|█████████▌| 10345/10770 [1:10:25<04:02, 1.75it/s]
1/1 [==============================] - 0s 444ms/step
96%|█████████▌| 10346/10770 [1:10:26<03:57, 1.79it/s]
1/1 [==============================] - 0s 375ms/step
96%|█████████▌| 10347/10770 [1:10:26<03:45, 1.88it/s]
1/1 [==============================] - 0s 386ms/step
96%|█████████▌| 10348/10770 [1:10:27<03:40, 1.92it/s]
1/1 [==============================] - 0s 399ms/step
96%|█████████▌| 10349/10770 [1:10:27<03:37, 1.94it/s]
1/1 [==============================] - 0s 423ms/step
96%|█████████▌| 10350/10770 [1:10:28<03:35, 1.95it/s]
1/1 [==============================] - 0s 416ms/step
96%|█████████▌| 10351/10770 [1:10:29<03:37, 1.92it/s]
1/1 [==============================] - 0s 367ms/step
96%|█████████▌| 10352/10770 [1:10:29<03:26, 2.02it/s]
1/1 [==============================] - 0s 359ms/step
96%|█████████▌| 10353/10770 [1:10:29<03:19, 2.09it/s]
1/1 [==============================] - 0s 371ms/step
96%|█████████▌| 10354/10770 [1:10:30<03:14, 2.14it/s]
1/1 [==============================] - 0s 366ms/step
96%|█████████▌| 10355/10770 [1:10:30<03:11, 2.17it/s]
1/1 [==============================] - 0s 361ms/step
96%|█████████▌| 10356/10770 [1:10:31<03:07, 2.21it/s]
1/1 [==============================] - 0s 373ms/step
96%|█████████▌| 10357/10770 [1:10:31<03:05, 2.22it/s]
1/1 [==============================] - 0s 358ms/step
96%|█████████▌| 10358/10770 [1:10:32<03:04, 2.23it/s]
1/1 [==============================] - 0s 378ms/step
96%|█████████▌| 10359/10770 [1:10:32<03:38, 1.88it/s]
1/1 [==============================] - 0s 351ms/step
96%|█████████▌| 10360/10770 [1:10:33<04:01, 1.70it/s]
1/1 [==============================] - 0s 358ms/step
96%|█████████▌| 10361/10770 [1:10:33<03:43, 1.83it/s]
1/1 [==============================] - 0s 351ms/step
96%|█████████▌| 10362/10770 [1:10:34<03:27, 1.97it/s]
1/1 [==============================] - 0s 352ms/step
96%|█████████▌| 10363/10770 [1:10:34<03:16, 2.07it/s]
1/1 [==============================] - 0s 348ms/step
96%|█████████▌| 10364/10770 [1:10:35<03:09, 2.14it/s]
1/1 [==============================] - 0s 349ms/step
96%|█████████▌| 10365/10770 [1:10:35<03:03, 2.21it/s]
1/1 [==============================] - 0s 355ms/step
96%|█████████▌| 10366/10770 [1:10:36<03:01, 2.23it/s]
1/1 [==============================] - 0s 375ms/step
96%|█████████▋| 10367/10770 [1:10:36<03:00, 2.23it/s]
1/1 [==============================] - 0s 362ms/step
96%|█████████▋| 10368/10770 [1:10:37<02:58, 2.26it/s]
1/1 [==============================] - 0s 354ms/step
96%|█████████▋| 10369/10770 [1:10:37<02:54, 2.29it/s]
1/1 [==============================] - 0s 354ms/step
96%|█████████▋| 10370/10770 [1:10:38<03:30, 1.90it/s]
1/1 [==============================] - 0s 354ms/step
96%|█████████▋| 10371/10770 [1:10:38<03:17, 2.02it/s]
1/1 [==============================] - 0s 405ms/step
96%|█████████▋| 10372/10770 [1:10:39<03:13, 2.05it/s]
1/1 [==============================] - 0s 385ms/step
96%|█████████▋| 10373/10770 [1:10:39<03:14, 2.04it/s]
1/1 [==============================] - 0s 426ms/step
96%|█████████▋| 10374/10770 [1:10:40<03:17, 2.01it/s]
1/1 [==============================] - 0s 439ms/step
96%|█████████▋| 10375/10770 [1:10:40<03:24, 1.93it/s]
1/1 [==============================] - 0s 410ms/step
96%|█████████▋| 10376/10770 [1:10:41<03:21, 1.95it/s]
1/1 [==============================] - 0s 420ms/step
96%|█████████▋| 10377/10770 [1:10:41<03:22, 1.94it/s]
1/1 [==============================] - 0s 439ms/step
96%|█████████▋| 10378/10770 [1:10:42<03:23, 1.93it/s]
1/1 [==============================] - 0s 459ms/step
96%|█████████▋| 10379/10770 [1:10:42<03:28, 1.87it/s]
1/1 [==============================] - 0s 432ms/step
96%|█████████▋| 10380/10770 [1:10:43<03:27, 1.88it/s]
1/1 [==============================] - 0s 429ms/step
96%|█████████▋| 10381/10770 [1:10:43<03:26, 1.89it/s]
1/1 [==============================] - 0s 418ms/step
96%|█████████▋| 10382/10770 [1:10:44<03:24, 1.90it/s]
1/1 [==============================] - 0s 429ms/step
96%|█████████▋| 10383/10770 [1:10:45<03:53, 1.66it/s]
1/1 [==============================] - 0s 418ms/step
96%|█████████▋| 10384/10770 [1:10:45<04:09, 1.55it/s]
1/1 [==============================] - 0s 414ms/step
96%|█████████▋| 10385/10770 [1:10:46<04:17, 1.50it/s]
1/1 [==============================] - 1s 557ms/step
96%|█████████▋| 10386/10770 [1:10:47<04:19, 1.48it/s]
1/1 [==============================] - 1s 540ms/step
96%|█████████▋| 10387/10770 [1:10:47<04:19, 1.47it/s]
1/1 [==============================] - 0s 385ms/step
96%|█████████▋| 10388/10770 [1:10:48<03:58, 1.60it/s]
1/1 [==============================] - 0s 350ms/step
96%|█████████▋| 10389/10770 [1:10:48<03:34, 1.78it/s]
1/1 [==============================] - 0s 356ms/step
96%|█████████▋| 10390/10770 [1:10:49<03:18, 1.91it/s]
1/1 [==============================] - 0s 364ms/step
96%|█████████▋| 10391/10770 [1:10:49<03:09, 1.99it/s]
1/1 [==============================] - 0s 355ms/step
96%|█████████▋| 10392/10770 [1:10:50<03:34, 1.76it/s]
1/1 [==============================] - 0s 375ms/step
96%|█████████▋| 10393/10770 [1:10:51<03:50, 1.63it/s]
1/1 [==============================] - 0s 352ms/step
97%|█████████▋| 10394/10770 [1:10:51<03:28, 1.80it/s]
1/1 [==============================] - 0s 363ms/step
97%|█████████▋| 10395/10770 [1:10:52<03:15, 1.92it/s]
1/1 [==============================] - 0s 350ms/step
97%|█████████▋| 10396/10770 [1:10:52<03:03, 2.04it/s]
1/1 [==============================] - 0s 358ms/step
97%|█████████▋| 10397/10770 [1:10:52<02:57, 2.10it/s]
1/1 [==============================] - 0s 356ms/step
97%|█████████▋| 10398/10770 [1:10:53<02:53, 2.15it/s]
1/1 [==============================] - 0s 349ms/step
97%|█████████▋| 10399/10770 [1:10:54<03:20, 1.85it/s]
1/1 [==============================] - 0s 221ms/step
97%|█████████▋| 10400/10770 [1:10:54<02:52, 2.14it/s]
1/1 [==============================] - 0s 355ms/step
97%|█████████▋| 10401/10770 [1:10:55<03:19, 1.85it/s]
1/1 [==============================] - 0s 229ms/step
97%|█████████▋| 10402/10770 [1:10:55<02:53, 2.12it/s]
1/1 [==============================] - 0s 361ms/step
97%|█████████▋| 10403/10770 [1:10:55<02:47, 2.19it/s]
1/1 [==============================] - 0s 437ms/step
97%|█████████▋| 10404/10770 [1:10:56<02:58, 2.05it/s]
1/1 [==============================] - 0s 369ms/step
97%|█████████▋| 10405/10770 [1:10:56<02:56, 2.07it/s]
1/1 [==============================] - 0s 472ms/step
97%|█████████▋| 10406/10770 [1:10:57<03:08, 1.93it/s]
1/1 [==============================] - 0s 420ms/step
97%|█████████▋| 10407/10770 [1:10:57<03:07, 1.93it/s]
1/1 [==============================] - 0s 446ms/step
97%|█████████▋| 10408/10770 [1:10:58<03:11, 1.89it/s]
1/1 [==============================] - 0s 441ms/step
97%|█████████▋| 10409/10770 [1:10:59<03:14, 1.86it/s]
1/1 [==============================] - 0s 456ms/step
97%|█████████▋| 10410/10770 [1:10:59<03:17, 1.83it/s]
1/1 [==============================] - 0s 400ms/step
97%|█████████▋| 10411/10770 [1:11:00<03:12, 1.87it/s]
1/1 [==============================] - 0s 494ms/step
97%|█████████▋| 10412/10770 [1:11:00<03:35, 1.67it/s]
1/1 [==============================] - 0s 373ms/step
97%|█████████▋| 10413/10770 [1:11:01<03:19, 1.79it/s]
1/1 [==============================] - 0s 440ms/step
97%|█████████▋| 10414/10770 [1:11:01<03:17, 1.80it/s]
1/1 [==============================] - 0s 433ms/step
97%|█████████▋| 10415/10770 [1:11:02<03:17, 1.80it/s]
1/1 [==============================] - 0s 352ms/step
97%|█████████▋| 10416/10770 [1:11:03<03:36, 1.63it/s]
1/1 [==============================] - 0s 365ms/step
97%|█████████▋| 10417/10770 [1:11:03<03:17, 1.79it/s]
1/1 [==============================] - 0s 346ms/step
97%|█████████▋| 10418/10770 [1:11:04<03:03, 1.92it/s]
1/1 [==============================] - 0s 333ms/step
97%|█████████▋| 10419/10770 [1:11:04<02:52, 2.04it/s]
1/1 [==============================] - 0s 356ms/step
97%|█████████▋| 10420/10770 [1:11:04<02:45, 2.12it/s]
1/1 [==============================] - 0s 356ms/step
97%|█████████▋| 10421/10770 [1:11:05<02:42, 2.15it/s]
1/1 [==============================] - 0s 364ms/step
97%|█████████▋| 10422/10770 [1:11:06<03:09, 1.83it/s]
1/1 [==============================] - 0s 361ms/step
97%|█████████▋| 10423/10770 [1:11:06<03:28, 1.67it/s]
1/1 [==============================] - 0s 356ms/step
97%|█████████▋| 10424/10770 [1:11:07<03:09, 1.83it/s]
1/1 [==============================] - 0s 356ms/step
97%|█████████▋| 10425/10770 [1:11:07<02:56, 1.96it/s]
1/1 [==============================] - 0s 357ms/step
97%|█████████▋| 10426/10770 [1:11:08<02:47, 2.06it/s]
1/1 [==============================] - 0s 359ms/step
97%|█████████▋| 10427/10770 [1:11:08<03:13, 1.77it/s]
1/1 [==============================] - 0s 228ms/step
97%|█████████▋| 10428/10770 [1:11:09<02:46, 2.05it/s]
1/1 [==============================] - 0s 349ms/step
97%|█████████▋| 10429/10770 [1:11:09<02:39, 2.14it/s]
1/1 [==============================] - 0s 369ms/step
97%|█████████▋| 10430/10770 [1:11:10<02:37, 2.16it/s]
1/1 [==============================] - 0s 341ms/step
97%|█████████▋| 10431/10770 [1:11:10<02:31, 2.24it/s]
1/1 [==============================] - 0s 380ms/step
97%|█████████▋| 10432/10770 [1:11:10<02:31, 2.23it/s]
1/1 [==============================] - 0s 370ms/step
97%|█████████▋| 10433/10770 [1:11:11<02:30, 2.24it/s]
1/1 [==============================] - 0s 354ms/step
97%|█████████▋| 10434/10770 [1:11:11<02:27, 2.27it/s]
1/1 [==============================] - 0s 352ms/step
97%|█████████▋| 10435/10770 [1:11:12<02:55, 1.91it/s]
1/1 [==============================] - 0s 421ms/step
97%|█████████▋| 10436/10770 [1:11:12<02:52, 1.94it/s]
1/1 [==============================] - 0s 402ms/step
97%|█████████▋| 10437/10770 [1:11:13<02:48, 1.98it/s]
1/1 [==============================] - 0s 473ms/step
97%|█████████▋| 10438/10770 [1:11:14<02:56, 1.88it/s]
1/1 [==============================] - 0s 392ms/step
97%|█████████▋| 10439/10770 [1:11:14<02:51, 1.93it/s]
1/1 [==============================] - 0s 390ms/step
97%|█████████▋| 10440/10770 [1:11:15<03:15, 1.69it/s]
1/1 [==============================] - 0s 492ms/step
97%|█████████▋| 10441/10770 [1:11:16<03:34, 1.53it/s]
1/1 [==============================] - 0s 443ms/step
97%|█████████▋| 10442/10770 [1:11:16<03:22, 1.62it/s]
1/1 [==============================] - 0s 424ms/step
97%|█████████▋| 10443/10770 [1:11:17<03:10, 1.72it/s]
1/1 [==============================] - 0s 488ms/step
97%|█████████▋| 10444/10770 [1:11:17<03:13, 1.68it/s]
1/1 [==============================] - 0s 432ms/step
97%|█████████▋| 10445/10770 [1:11:18<03:08, 1.73it/s]
1/1 [==============================] - 0s 418ms/step
97%|█████████▋| 10446/10770 [1:11:18<03:04, 1.75it/s]
1/1 [==============================] - 0s 350ms/step
97%|█████████▋| 10447/10770 [1:11:19<02:50, 1.89it/s]
1/1 [==============================] - 0s 356ms/step
97%|█████████▋| 10448/10770 [1:11:19<02:41, 1.99it/s]
1/1 [==============================] - 0s 360ms/step
97%|█████████▋| 10449/10770 [1:11:20<03:02, 1.75it/s]
1/1 [==============================] - 0s 364ms/step
97%|█████████▋| 10450/10770 [1:11:20<02:49, 1.89it/s]
1/1 [==============================] - 0s 360ms/step
97%|█████████▋| 10451/10770 [1:11:21<02:40, 1.98it/s]
1/1 [==============================] - 0s 364ms/step
97%|█████████▋| 10452/10770 [1:11:21<02:35, 2.05it/s]
1/1 [==============================] - 0s 364ms/step
97%|█████████▋| 10453/10770 [1:11:22<02:33, 2.07it/s]
1/1 [==============================] - 0s 353ms/step
97%|█████████▋| 10454/10770 [1:11:22<02:28, 2.12it/s]
1/1 [==============================] - 0s 354ms/step
97%|█████████▋| 10455/10770 [1:11:23<02:25, 2.17it/s]
1/1 [==============================] - 0s 352ms/step
97%|█████████▋| 10456/10770 [1:11:23<02:21, 2.21it/s]
1/1 [==============================] - 0s 372ms/step
97%|█████████▋| 10457/10770 [1:11:24<02:21, 2.22it/s]
1/1 [==============================] - 0s 361ms/step
97%|█████████▋| 10458/10770 [1:11:24<02:18, 2.25it/s]
1/1 [==============================] - 0s 354ms/step
97%|█████████▋| 10459/10770 [1:11:24<02:16, 2.29it/s]
1/1 [==============================] - 0s 379ms/step
97%|█████████▋| 10460/10770 [1:11:25<02:17, 2.26it/s]
1/1 [==============================] - 0s 356ms/step
97%|█████████▋| 10461/10770 [1:11:26<02:42, 1.90it/s]
1/1 [==============================] - 0s 356ms/step
97%|█████████▋| 10462/10770 [1:11:26<02:32, 2.02it/s]
1/1 [==============================] - 0s 362ms/step
97%|█████████▋| 10463/10770 [1:11:26<02:27, 2.08it/s]
1/1 [==============================] - 0s 365ms/step
97%|█████████▋| 10464/10770 [1:11:27<02:23, 2.14it/s]
1/1 [==============================] - 0s 350ms/step
97%|█████████▋| 10465/10770 [1:11:27<02:18, 2.21it/s]
1/1 [==============================] - 0s 365ms/step
97%|█████████▋| 10466/10770 [1:11:28<02:16, 2.23it/s]
1/1 [==============================] - 0s 370ms/step
97%|█████████▋| 10467/10770 [1:11:28<02:18, 2.18it/s]
1/1 [==============================] - 0s 380ms/step
97%|█████████▋| 10468/10770 [1:11:29<02:22, 2.11it/s]
1/1 [==============================] - 0s 419ms/step
97%|█████████▋| 10469/10770 [1:11:29<02:25, 2.07it/s]
1/1 [==============================] - 0s 358ms/step
97%|█████████▋| 10470/10770 [1:11:30<02:22, 2.10it/s]
1/1 [==============================] - 0s 436ms/step
97%|█████████▋| 10471/10770 [1:11:30<02:27, 2.02it/s]
1/1 [==============================] - 0s 410ms/step
97%|█████████▋| 10472/10770 [1:11:31<02:31, 1.97it/s]
1/1 [==============================] - 0s 421ms/step
97%|█████████▋| 10473/10770 [1:11:31<02:30, 1.97it/s]
1/1 [==============================] - 0s 377ms/step
97%|█████████▋| 10474/10770 [1:11:32<02:55, 1.69it/s]
1/1 [==============================] - 0s 401ms/step
97%|█████████▋| 10475/10770 [1:11:33<03:08, 1.56it/s]
1/1 [==============================] - 0s 442ms/step
97%|█████████▋| 10476/10770 [1:11:33<02:58, 1.65it/s]
1/1 [==============================] - 0s 423ms/step
97%|█████████▋| 10477/10770 [1:11:34<02:53, 1.69it/s]
1/1 [==============================] - 0s 425ms/step
97%|█████████▋| 10478/10770 [1:11:35<03:06, 1.57it/s]
1/1 [==============================] - 0s 359ms/step
97%|█████████▋| 10479/10770 [1:11:35<02:47, 1.74it/s]
1/1 [==============================] - 0s 372ms/step
97%|█████████▋| 10480/10770 [1:11:35<02:34, 1.87it/s]
1/1 [==============================] - 0s 351ms/step
97%|█████████▋| 10481/10770 [1:11:36<02:24, 2.00it/s]
1/1 [==============================] - 0s 361ms/step
97%|█████████▋| 10482/10770 [1:11:36<02:17, 2.09it/s]
1/1 [==============================] - 0s 368ms/step
97%|█████████▋| 10483/10770 [1:11:37<02:14, 2.14it/s]
1/1 [==============================] - 0s 354ms/step
97%|█████████▋| 10484/10770 [1:11:37<02:35, 1.84it/s]
1/1 [==============================] - 0s 359ms/step
97%|█████████▋| 10485/10770 [1:11:38<02:25, 1.95it/s]
1/1 [==============================] - 0s 374ms/step
97%|█████████▋| 10486/10770 [1:11:38<02:19, 2.03it/s]
1/1 [==============================] - 0s 388ms/step
97%|█████████▋| 10487/10770 [1:11:39<02:16, 2.07it/s]
1/1 [==============================] - 0s 361ms/step
97%|█████████▋| 10488/10770 [1:11:39<02:11, 2.14it/s]
1/1 [==============================] - 0s 378ms/step
97%|█████████▋| 10489/10770 [1:11:40<02:09, 2.17it/s]
1/1 [==============================] - 0s 366ms/step
97%|█████████▋| 10490/10770 [1:11:40<02:06, 2.21it/s]
1/1 [==============================] - 0s 355ms/step
97%|█████████▋| 10491/10770 [1:11:41<02:04, 2.25it/s]
1/1 [==============================] - 0s 369ms/step
97%|█████████▋| 10492/10770 [1:11:41<02:03, 2.25it/s]
1/1 [==============================] - 0s 358ms/step
97%|█████████▋| 10493/10770 [1:11:42<02:25, 1.90it/s]
1/1 [==============================] - 0s 354ms/step
97%|█████████▋| 10494/10770 [1:11:42<02:16, 2.02it/s]
1/1 [==============================] - 0s 357ms/step
97%|█████████▋| 10495/10770 [1:11:43<02:11, 2.09it/s]
1/1 [==============================] - 0s 360ms/step
97%|█████████▋| 10496/10770 [1:11:43<02:07, 2.14it/s]
1/1 [==============================] - 0s 367ms/step
97%|█████████▋| 10497/10770 [1:11:43<02:05, 2.18it/s]
1/1 [==============================] - 0s 359ms/step
97%|█████████▋| 10498/10770 [1:11:44<02:03, 2.21it/s]
1/1 [==============================] - 0s 345ms/step
97%|█████████▋| 10499/10770 [1:11:44<01:59, 2.26it/s]
1/1 [==============================] - 0s 363ms/step
97%|█████████▋| 10500/10770 [1:11:45<02:21, 1.90it/s]
1/1 [==============================] - 0s 349ms/step
98%|█████████▊| 10501/10770 [1:11:45<02:14, 2.00it/s]
1/1 [==============================] - 0s 368ms/step
98%|█████████▊| 10502/10770 [1:11:46<02:08, 2.08it/s]
1/1 [==============================] - 0s 464ms/step
98%|█████████▊| 10503/10770 [1:11:46<02:15, 1.97it/s]
1/1 [==============================] - 0s 424ms/step
98%|█████████▊| 10504/10770 [1:11:47<02:16, 1.95it/s]
1/1 [==============================] - 0s 384ms/step
98%|█████████▊| 10505/10770 [1:11:48<02:34, 1.72it/s]
1/1 [==============================] - 0s 429ms/step
98%|█████████▊| 10506/10770 [1:11:48<02:28, 1.78it/s]
1/1 [==============================] - 0s 375ms/step
98%|█████████▊| 10507/10770 [1:11:49<02:45, 1.59it/s]
1/1 [==============================] - 0s 448ms/step
98%|█████████▊| 10508/10770 [1:11:50<02:38, 1.65it/s]
1/1 [==============================] - 0s 468ms/step
98%|█████████▊| 10509/10770 [1:11:50<02:36, 1.67it/s]
1/1 [==============================] - 0s 410ms/step
98%|█████████▊| 10510/10770 [1:11:51<02:29, 1.74it/s]
1/1 [==============================] - 0s 437ms/step
98%|█████████▊| 10511/10770 [1:11:51<02:26, 1.76it/s]
1/1 [==============================] - 0s 352ms/step
98%|█████████▊| 10512/10770 [1:11:52<02:16, 1.89it/s]
1/1 [==============================] - 0s 359ms/step
98%|█████████▊| 10513/10770 [1:11:52<02:08, 2.01it/s]
1/1 [==============================] - 0s 387ms/step
98%|█████████▊| 10514/10770 [1:11:53<02:05, 2.05it/s]
1/1 [==============================] - 0s 362ms/step
98%|█████████▊| 10515/10770 [1:11:53<02:00, 2.12it/s]
1/1 [==============================] - 0s 345ms/step
98%|█████████▊| 10516/10770 [1:11:53<01:55, 2.19it/s]
1/1 [==============================] - 0s 377ms/step
98%|█████████▊| 10517/10770 [1:11:54<01:55, 2.20it/s]
1/1 [==============================] - 0s 365ms/step
98%|█████████▊| 10518/10770 [1:11:55<02:16, 1.84it/s]
1/1 [==============================] - 0s 349ms/step
98%|█████████▊| 10519/10770 [1:11:55<02:08, 1.96it/s]
1/1 [==============================] - 0s 344ms/step
98%|█████████▊| 10520/10770 [1:11:55<02:00, 2.08it/s]
1/1 [==============================] - 0s 370ms/step
98%|█████████▊| 10521/10770 [1:11:56<01:57, 2.11it/s]
1/1 [==============================] - 0s 351ms/step
98%|█████████▊| 10522/10770 [1:11:56<01:53, 2.18it/s]
1/1 [==============================] - 0s 366ms/step
98%|█████████▊| 10523/10770 [1:11:57<02:12, 1.86it/s]
1/1 [==============================] - 0s 351ms/step
98%|█████████▊| 10524/10770 [1:11:58<02:03, 1.99it/s]
1/1 [==============================] - 0s 371ms/step
98%|█████████▊| 10525/10770 [1:11:58<01:58, 2.06it/s]
1/1 [==============================] - 0s 353ms/step
98%|█████████▊| 10526/10770 [1:11:59<02:15, 1.80it/s]
1/1 [==============================] - 0s 353ms/step
98%|█████████▊| 10527/10770 [1:11:59<02:07, 1.91it/s]
1/1 [==============================] - 0s 353ms/step
98%|█████████▊| 10528/10770 [1:12:00<01:59, 2.03it/s]
1/1 [==============================] - 0s 380ms/step
98%|█████████▊| 10529/10770 [1:12:00<01:56, 2.06it/s]
1/1 [==============================] - 0s 354ms/step
98%|█████████▊| 10530/10770 [1:12:00<01:52, 2.14it/s]
1/1 [==============================] - 0s 361ms/step
98%|█████████▊| 10531/10770 [1:12:01<02:10, 1.84it/s]
1/1 [==============================] - 0s 396ms/step
98%|█████████▊| 10532/10770 [1:12:02<02:06, 1.89it/s]
1/1 [==============================] - 0s 418ms/step
98%|█████████▊| 10533/10770 [1:12:02<02:04, 1.91it/s]
1/1 [==============================] - 0s 465ms/step
98%|█████████▊| 10534/10770 [1:12:03<02:24, 1.63it/s]
1/1 [==============================] - 0s 409ms/step
98%|█████████▊| 10535/10770 [1:12:04<02:34, 1.52it/s]
1/1 [==============================] - 0s 371ms/step
98%|█████████▊| 10536/10770 [1:12:04<02:20, 1.67it/s]
1/1 [==============================] - 0s 440ms/step
98%|█████████▊| 10537/10770 [1:12:05<02:31, 1.54it/s]
1/1 [==============================] - 0s 431ms/step
98%|█████████▊| 10538/10770 [1:12:06<02:37, 1.47it/s]
1/1 [==============================] - 0s 411ms/step
98%|█████████▊| 10539/10770 [1:12:06<02:41, 1.43it/s]
1/1 [==============================] - 0s 405ms/step
98%|█████████▊| 10540/10770 [1:12:07<02:27, 1.56it/s]
1/1 [==============================] - 0s 396ms/step
98%|█████████▊| 10541/10770 [1:12:07<02:16, 1.68it/s]
1/1 [==============================] - 0s 368ms/step
98%|█████████▊| 10542/10770 [1:12:08<02:05, 1.82it/s]
1/1 [==============================] - 0s 357ms/step
98%|█████████▊| 10543/10770 [1:12:08<01:56, 1.94it/s]
1/1 [==============================] - 0s 368ms/step
98%|█████████▊| 10544/10770 [1:12:09<01:51, 2.03it/s]
1/1 [==============================] - 0s 357ms/step
98%|█████████▊| 10545/10770 [1:12:09<01:47, 2.10it/s]
1/1 [==============================] - 0s 352ms/step
98%|█████████▊| 10546/10770 [1:12:10<01:43, 2.17it/s]
1/1 [==============================] - 0s 365ms/step
98%|█████████▊| 10547/10770 [1:12:10<01:41, 2.20it/s]
1/1 [==============================] - 0s 355ms/step
98%|█████████▊| 10548/10770 [1:12:11<01:58, 1.87it/s]
1/1 [==============================] - 0s 248ms/step
98%|█████████▊| 10549/10770 [1:12:11<01:43, 2.13it/s]
1/1 [==============================] - 0s 359ms/step
98%|█████████▊| 10550/10770 [1:12:12<01:40, 2.18it/s]
1/1 [==============================] - 0s 361ms/step
98%|█████████▊| 10551/10770 [1:12:12<01:40, 2.17it/s]
1/1 [==============================] - 0s 382ms/step
98%|█████████▊| 10552/10770 [1:12:12<01:39, 2.18it/s]
1/1 [==============================] - 0s 353ms/step
98%|█████████▊| 10553/10770 [1:12:13<01:37, 2.23it/s]
1/1 [==============================] - 0s 363ms/step
98%|█████████▊| 10554/10770 [1:12:13<01:35, 2.26it/s]
1/1 [==============================] - 0s 356ms/step
98%|█████████▊| 10555/10770 [1:12:14<01:33, 2.29it/s]
1/1 [==============================] - 0s 351ms/step
98%|█████████▊| 10556/10770 [1:12:15<01:52, 1.91it/s]
1/1 [==============================] - 0s 220ms/step
98%|█████████▊| 10557/10770 [1:12:15<01:37, 2.19it/s]
1/1 [==============================] - 0s 354ms/step
98%|█████████▊| 10558/10770 [1:12:15<01:35, 2.22it/s]
1/1 [==============================] - 0s 348ms/step
98%|█████████▊| 10559/10770 [1:12:16<01:32, 2.27it/s]
1/1 [==============================] - 0s 348ms/step
98%|█████████▊| 10560/10770 [1:12:16<01:31, 2.29it/s]
1/1 [==============================] - 0s 352ms/step
98%|█████████▊| 10561/10770 [1:12:17<01:30, 2.30it/s]
1/1 [==============================] - 0s 356ms/step
98%|█████████▊| 10562/10770 [1:12:17<01:31, 2.28it/s]
1/1 [==============================] - 0s 383ms/step
98%|█████████▊| 10563/10770 [1:12:18<01:49, 1.90it/s]
1/1 [==============================] - 0s 475ms/step
98%|█████████▊| 10564/10770 [1:12:18<02:01, 1.69it/s]
1/1 [==============================] - 0s 417ms/step
98%|█████████▊| 10565/10770 [1:12:19<01:54, 1.78it/s]
1/1 [==============================] - 0s 410ms/step
98%|█████████▊| 10566/10770 [1:12:19<01:50, 1.84it/s]
1/1 [==============================] - 0s 416ms/step
98%|█████████▊| 10567/10770 [1:12:20<01:48, 1.86it/s]
1/1 [==============================] - 0s 438ms/step
98%|█████████▊| 10568/10770 [1:12:20<01:49, 1.85it/s]
1/1 [==============================] - 0s 444ms/step
98%|█████████▊| 10569/10770 [1:12:21<01:50, 1.83it/s]
1/1 [==============================] - 0s 417ms/step
98%|█████████▊| 10570/10770 [1:12:22<01:48, 1.84it/s]
1/1 [==============================] - 0s 345ms/step
98%|█████████▊| 10571/10770 [1:12:22<01:41, 1.95it/s]
1/1 [==============================] - 0s 425ms/step
98%|█████████▊| 10572/10770 [1:12:23<01:42, 1.93it/s]
1/1 [==============================] - 0s 379ms/step
98%|█████████▊| 10573/10770 [1:12:23<01:41, 1.95it/s]
1/1 [==============================] - 0s 379ms/step
98%|█████████▊| 10574/10770 [1:12:24<01:38, 1.98it/s]
1/1 [==============================] - 0s 408ms/step
98%|█████████▊| 10575/10770 [1:12:24<01:39, 1.95it/s]
1/1 [==============================] - 0s 364ms/step
98%|█████████▊| 10576/10770 [1:12:25<01:52, 1.72it/s]
1/1 [==============================] - 0s 355ms/step
98%|█████████▊| 10577/10770 [1:12:25<01:43, 1.87it/s]
1/1 [==============================] - 0s 354ms/step
98%|█████████▊| 10578/10770 [1:12:26<01:36, 2.00it/s]
1/1 [==============================] - 0s 357ms/step
98%|█████████▊| 10579/10770 [1:12:26<01:31, 2.09it/s]
1/1 [==============================] - 0s 352ms/step
98%|█████████▊| 10580/10770 [1:12:27<01:27, 2.17it/s]
1/1 [==============================] - 0s 332ms/step
98%|█████████▊| 10581/10770 [1:12:27<01:23, 2.26it/s]
1/1 [==============================] - 0s 346ms/step
98%|█████████▊| 10582/10770 [1:12:27<01:21, 2.29it/s]
1/1 [==============================] - 0s 354ms/step
98%|█████████▊| 10583/10770 [1:12:28<01:20, 2.32it/s]
1/1 [==============================] - 0s 349ms/step
98%|█████████▊| 10584/10770 [1:12:28<01:20, 2.30it/s]
1/1 [==============================] - 0s 357ms/step
98%|█████████▊| 10585/10770 [1:12:29<01:21, 2.27it/s]
1/1 [==============================] - 0s 365ms/step
98%|█████████▊| 10586/10770 [1:12:29<01:20, 2.27it/s]
1/1 [==============================] - 0s 333ms/step
98%|█████████▊| 10587/10770 [1:12:29<01:18, 2.32it/s]
1/1 [==============================] - 0s 367ms/step
98%|█████████▊| 10588/10770 [1:12:30<01:18, 2.33it/s]
1/1 [==============================] - 0s 346ms/step
98%|█████████▊| 10589/10770 [1:12:30<01:17, 2.35it/s]
1/1 [==============================] - 0s 349ms/step
98%|█████████▊| 10590/10770 [1:12:31<01:16, 2.35it/s]
1/1 [==============================] - 0s 351ms/step
98%|█████████▊| 10591/10770 [1:12:31<01:15, 2.36it/s]
1/1 [==============================] - 0s 345ms/step
98%|█████████▊| 10592/10770 [1:12:32<01:15, 2.37it/s]
1/1 [==============================] - 0s 348ms/step
98%|█████████▊| 10593/10770 [1:12:32<01:14, 2.36it/s]
1/1 [==============================] - 0s 356ms/step
98%|█████████▊| 10594/10770 [1:12:32<01:15, 2.34it/s]
1/1 [==============================] - 0s 379ms/step
98%|█████████▊| 10595/10770 [1:12:33<01:17, 2.27it/s]
1/1 [==============================] - 0s 374ms/step
98%|█████████▊| 10596/10770 [1:12:33<01:17, 2.25it/s]
1/1 [==============================] - 0s 352ms/step
98%|█████████▊| 10597/10770 [1:12:34<01:31, 1.89it/s]
1/1 [==============================] - 0s 416ms/step
98%|█████████▊| 10598/10770 [1:12:35<01:30, 1.90it/s]
1/1 [==============================] - 0s 416ms/step
98%|█████████▊| 10599/10770 [1:12:35<01:27, 1.95it/s]
1/1 [==============================] - 0s 359ms/step
98%|█████████▊| 10600/10770 [1:12:36<01:39, 1.71it/s]
1/1 [==============================] - 0s 435ms/step
98%|█████████▊| 10601/10770 [1:12:37<01:47, 1.57it/s]
1/1 [==============================] - 0s 361ms/step
98%|█████████▊| 10602/10770 [1:12:37<01:37, 1.72it/s]
1/1 [==============================] - 0s 488ms/step
98%|█████████▊| 10603/10770 [1:12:38<01:36, 1.73it/s]
1/1 [==============================] - 0s 457ms/step
98%|█████████▊| 10604/10770 [1:12:38<01:35, 1.73it/s]
1/1 [==============================] - 0s 470ms/step
98%|█████████▊| 10605/10770 [1:12:39<01:34, 1.74it/s]
1/1 [==============================] - 0s 384ms/step
98%|█████████▊| 10606/10770 [1:12:40<01:44, 1.57it/s]
1/1 [==============================] - 0s 449ms/step
98%|█████████▊| 10607/10770 [1:12:40<01:38, 1.65it/s]
1/1 [==============================] - 0s 368ms/step
98%|█████████▊| 10608/10770 [1:12:41<01:30, 1.79it/s]
1/1 [==============================] - 0s 353ms/step
99%|█████████▊| 10609/10770 [1:12:41<01:23, 1.92it/s]
1/1 [==============================] - 0s 352ms/step
99%|█████████▊| 10610/10770 [1:12:41<01:18, 2.04it/s]
1/1 [==============================] - 0s 343ms/step
99%|█████████▊| 10611/10770 [1:12:42<01:14, 2.14it/s]
1/1 [==============================] - 0s 365ms/step
99%|█████████▊| 10612/10770 [1:12:42<01:12, 2.18it/s]
1/1 [==============================] - 0s 353ms/step
99%|█████████▊| 10613/10770 [1:12:43<01:10, 2.22it/s]
1/1 [==============================] - 0s 357ms/step
99%|█████████▊| 10614/10770 [1:12:43<01:09, 2.24it/s]
1/1 [==============================] - 0s 355ms/step
99%|█████████▊| 10615/10770 [1:12:44<01:21, 1.89it/s]
1/1 [==============================] - 0s 357ms/step
99%|█████████▊| 10616/10770 [1:12:44<01:16, 2.01it/s]
1/1 [==============================] - 0s 370ms/step
99%|█████████▊| 10617/10770 [1:12:45<01:14, 2.06it/s]
1/1 [==============================] - 0s 352ms/step
99%|█████████▊| 10618/10770 [1:12:45<01:11, 2.11it/s]
1/1 [==============================] - 0s 363ms/step
99%|█████████▊| 10619/10770 [1:12:46<01:22, 1.82it/s]
1/1 [==============================] - 0s 345ms/step
99%|█████████▊| 10620/10770 [1:12:46<01:16, 1.96it/s]
1/1 [==============================] - 0s 352ms/step
99%|█████████▊| 10621/10770 [1:12:47<01:11, 2.07it/s]
1/1 [==============================] - 0s 364ms/step
99%|█████████▊| 10622/10770 [1:12:47<01:09, 2.12it/s]
1/1 [==============================] - 0s 373ms/step
99%|█████████▊| 10623/10770 [1:12:48<01:21, 1.81it/s]
1/1 [==============================] - 0s 364ms/step
99%|█████████▊| 10624/10770 [1:12:48<01:15, 1.93it/s]
1/1 [==============================] - 0s 389ms/step
99%|█████████▊| 10625/10770 [1:12:49<01:12, 1.99it/s]
1/1 [==============================] - 0s 375ms/step
99%|█████████▊| 10626/10770 [1:12:49<01:09, 2.07it/s]
1/1 [==============================] - 0s 355ms/step
99%|█████████▊| 10627/10770 [1:12:50<01:06, 2.15it/s]
1/1 [==============================] - 0s 383ms/step
99%|█████████▊| 10628/10770 [1:12:50<01:06, 2.14it/s]
1/1 [==============================] - 0s 368ms/step
99%|█████████▊| 10629/10770 [1:12:51<01:05, 2.16it/s]
1/1 [==============================] - 0s 429ms/step
99%|█████████▊| 10630/10770 [1:12:51<01:16, 1.83it/s]
1/1 [==============================] - 0s 449ms/step
99%|█████████▊| 10631/10770 [1:12:52<01:15, 1.83it/s]
1/1 [==============================] - 0s 429ms/step
99%|█████████▊| 10632/10770 [1:12:52<01:15, 1.84it/s]
1/1 [==============================] - 0s 438ms/step
99%|█████████▊| 10633/10770 [1:12:53<01:14, 1.84it/s]
1/1 [==============================] - 0s 428ms/step
99%|█████████▊| 10634/10770 [1:12:53<01:12, 1.88it/s]
1/1 [==============================] - 0s 430ms/step
99%|█████████▊| 10635/10770 [1:12:54<01:11, 1.90it/s]
1/1 [==============================] - 0s 421ms/step
99%|█████████▉| 10636/10770 [1:12:54<01:09, 1.94it/s]
1/1 [==============================] - 0s 395ms/step
99%|█████████▉| 10637/10770 [1:12:55<01:08, 1.95it/s]
1/1 [==============================] - 0s 452ms/step
99%|█████████▉| 10638/10770 [1:12:56<01:08, 1.91it/s]
1/1 [==============================] - 0s 407ms/step
99%|█████████▉| 10639/10770 [1:12:56<01:08, 1.90it/s]
1/1 [==============================] - 0s 385ms/step
99%|█████████▉| 10640/10770 [1:12:57<01:06, 1.96it/s]
1/1 [==============================] - 0s 407ms/step
99%|█████████▉| 10641/10770 [1:12:57<01:15, 1.70it/s]
1/1 [==============================] - 0s 352ms/step
99%|█████████▉| 10642/10770 [1:12:58<01:20, 1.59it/s]
1/1 [==============================] - 0s 353ms/step
99%|█████████▉| 10643/10770 [1:12:58<01:12, 1.76it/s]
1/1 [==============================] - 0s 354ms/step
99%|█████████▉| 10644/10770 [1:12:59<01:06, 1.91it/s]
1/1 [==============================] - 0s 332ms/step
99%|█████████▉| 10645/10770 [1:12:59<01:00, 2.05it/s]
1/1 [==============================] - 0s 348ms/step
99%|█████████▉| 10646/10770 [1:13:00<00:57, 2.15it/s]
1/1 [==============================] - 0s 330ms/step
99%|█████████▉| 10647/10770 [1:13:00<00:54, 2.24it/s]
1/1 [==============================] - 0s 356ms/step
99%|█████████▉| 10648/10770 [1:13:01<00:53, 2.26it/s]
1/1 [==============================] - 0s 358ms/step
99%|█████████▉| 10649/10770 [1:13:01<00:52, 2.29it/s]
1/1 [==============================] - 0s 365ms/step
99%|█████████▉| 10650/10770 [1:13:01<00:53, 2.26it/s]
1/1 [==============================] - 0s 356ms/step
99%|█████████▉| 10651/10770 [1:13:02<00:52, 2.28it/s]
1/1 [==============================] - 0s 373ms/step
99%|█████████▉| 10652/10770 [1:13:02<00:51, 2.27it/s]
1/1 [==============================] - 0s 360ms/step
99%|█████████▉| 10653/10770 [1:13:03<01:01, 1.91it/s]
1/1 [==============================] - 0s 356ms/step
99%|█████████▉| 10654/10770 [1:13:03<00:58, 1.99it/s]
1/1 [==============================] - 0s 363ms/step
99%|█████████▉| 10655/10770 [1:13:04<00:55, 2.08it/s]
1/1 [==============================] - 0s 359ms/step
99%|█████████▉| 10656/10770 [1:13:04<00:53, 2.15it/s]
1/1 [==============================] - 0s 349ms/step
99%|█████████▉| 10657/10770 [1:13:05<00:50, 2.22it/s]
1/1 [==============================] - 0s 345ms/step
99%|█████████▉| 10658/10770 [1:13:05<01:00, 1.87it/s]
1/1 [==============================] - 0s 356ms/step
99%|█████████▉| 10659/10770 [1:13:06<00:55, 2.00it/s]
1/1 [==============================] - 0s 367ms/step
99%|█████████▉| 10660/10770 [1:13:07<01:02, 1.77it/s]
1/1 [==============================] - 0s 365ms/step
99%|█████████▉| 10661/10770 [1:13:07<01:07, 1.62it/s]
1/1 [==============================] - 0s 409ms/step
99%|█████████▉| 10662/10770 [1:13:08<01:11, 1.51it/s]
1/1 [==============================] - 0s 468ms/step
99%|█████████▉| 10663/10770 [1:13:09<01:08, 1.57it/s]
1/1 [==============================] - 0s 425ms/step
99%|█████████▉| 10664/10770 [1:13:09<01:03, 1.66it/s]
1/1 [==============================] - 0s 438ms/step
99%|█████████▉| 10665/10770 [1:13:10<01:00, 1.72it/s]
1/1 [==============================] - 0s 385ms/step
99%|█████████▉| 10666/10770 [1:13:10<01:05, 1.59it/s]
1/1 [==============================] - 0s 463ms/step
99%|█████████▉| 10667/10770 [1:13:11<01:02, 1.64it/s]
1/1 [==============================] - 0s 441ms/step
99%|█████████▉| 10668/10770 [1:13:12<00:59, 1.72it/s]
1/1 [==============================] - 0s 410ms/step
99%|█████████▉| 10669/10770 [1:13:12<00:56, 1.79it/s]
1/1 [==============================] - 0s 434ms/step
99%|█████████▉| 10670/10770 [1:13:13<00:54, 1.82it/s]
1/1 [==============================] - 0s 422ms/step
99%|█████████▉| 10671/10770 [1:13:13<00:53, 1.86it/s]
1/1 [==============================] - 0s 424ms/step
99%|█████████▉| 10672/10770 [1:13:14<00:52, 1.88it/s]
1/1 [==============================] - 0s 360ms/step
99%|█████████▉| 10673/10770 [1:13:14<00:48, 1.99it/s]
1/1 [==============================] - 0s 364ms/step
99%|█████████▉| 10674/10770 [1:13:15<00:46, 2.07it/s]
1/1 [==============================] - 0s 370ms/step
99%|█████████▉| 10675/10770 [1:13:15<00:44, 2.12it/s]
1/1 [==============================] - 0s 352ms/step
99%|█████████▉| 10676/10770 [1:13:16<00:51, 1.83it/s]
1/1 [==============================] - 0s 377ms/step
99%|█████████▉| 10677/10770 [1:13:16<00:48, 1.93it/s]
1/1 [==============================] - 0s 366ms/step
99%|█████████▉| 10678/10770 [1:13:17<00:53, 1.73it/s]
1/1 [==============================] - 0s 362ms/step
99%|█████████▉| 10679/10770 [1:13:17<00:48, 1.87it/s]
1/1 [==============================] - 0s 351ms/step
99%|█████████▉| 10680/10770 [1:13:18<00:53, 1.69it/s]
1/1 [==============================] - 0s 353ms/step
99%|█████████▉| 10681/10770 [1:13:18<00:48, 1.84it/s]
1/1 [==============================] - 0s 365ms/step
99%|█████████▉| 10682/10770 [1:13:19<00:44, 1.96it/s]
1/1 [==============================] - 0s 362ms/step
99%|█████████▉| 10683/10770 [1:13:19<00:42, 2.03it/s]
1/1 [==============================] - 0s 356ms/step
99%|█████████▉| 10684/10770 [1:13:20<00:40, 2.11it/s]
1/1 [==============================] - 0s 363ms/step
99%|█████████▉| 10685/10770 [1:13:20<00:39, 2.17it/s]
1/1 [==============================] - 0s 346ms/step
99%|█████████▉| 10686/10770 [1:13:21<00:37, 2.21it/s]
1/1 [==============================] - 0s 352ms/step
99%|█████████▉| 10687/10770 [1:13:21<00:44, 1.88it/s]
1/1 [==============================] - 0s 358ms/step
99%|█████████▉| 10688/10770 [1:13:22<00:41, 2.00it/s]
1/1 [==============================] - 0s 358ms/step
99%|█████████▉| 10689/10770 [1:13:22<00:38, 2.08it/s]
1/1 [==============================] - 0s 365ms/step
99%|█████████▉| 10690/10770 [1:13:23<00:44, 1.78it/s]
1/1 [==============================] - 0s 349ms/step
99%|█████████▉| 10691/10770 [1:13:23<00:41, 1.93it/s]
1/1 [==============================] - 0s 368ms/step
99%|█████████▉| 10692/10770 [1:13:24<00:38, 2.02it/s]
1/1 [==============================] - 0s 384ms/step
99%|█████████▉| 10693/10770 [1:13:24<00:37, 2.06it/s]
1/1 [==============================] - 0s 389ms/step
99%|█████████▉| 10694/10770 [1:13:25<00:37, 2.00it/s]
1/1 [==============================] - 0s 354ms/step
99%|█████████▉| 10695/10770 [1:13:26<00:42, 1.76it/s]
1/1 [==============================] - 0s 438ms/step
99%|█████████▉| 10696/10770 [1:13:26<00:41, 1.80it/s]
1/1 [==============================] - 0s 391ms/step
99%|█████████▉| 10697/10770 [1:13:27<00:38, 1.87it/s]
1/1 [==============================] - 0s 358ms/step
99%|█████████▉| 10698/10770 [1:13:27<00:43, 1.66it/s]
1/1 [==============================] - 0s 390ms/step
99%|█████████▉| 10699/10770 [1:13:28<00:45, 1.55it/s]
1/1 [==============================] - 0s 453ms/step
99%|█████████▉| 10700/10770 [1:13:29<00:43, 1.62it/s]
1/1 [==============================] - 0s 399ms/step
99%|█████████▉| 10701/10770 [1:13:29<00:45, 1.50it/s]
1/1 [==============================] - 0s 425ms/step
99%|█████████▉| 10702/10770 [1:13:30<00:42, 1.60it/s]
1/1 [==============================] - 0s 349ms/step
99%|█████████▉| 10703/10770 [1:13:30<00:37, 1.78it/s]
1/1 [==============================] - 0s 351ms/step
99%|█████████▉| 10704/10770 [1:13:31<00:34, 1.90it/s]
1/1 [==============================] - 0s 377ms/step
99%|█████████▉| 10705/10770 [1:13:31<00:33, 1.94it/s]
1/1 [==============================] - 0s 350ms/step
99%|█████████▉| 10706/10770 [1:13:32<00:31, 2.05it/s]
1/1 [==============================] - 0s 375ms/step
99%|█████████▉| 10707/10770 [1:13:32<00:29, 2.10it/s]
1/1 [==============================] - 0s 360ms/step
99%|█████████▉| 10708/10770 [1:13:33<00:28, 2.16it/s]
1/1 [==============================] - 0s 352ms/step
99%|█████████▉| 10709/10770 [1:13:33<00:32, 1.86it/s]
1/1 [==============================] - 0s 353ms/step
99%|█████████▉| 10710/10770 [1:13:34<00:30, 1.99it/s]
1/1 [==============================] - 0s 360ms/step
99%|█████████▉| 10711/10770 [1:13:34<00:28, 2.08it/s]
1/1 [==============================] - 0s 356ms/step
99%|█████████▉| 10712/10770 [1:13:35<00:27, 2.14it/s]
1/1 [==============================] - 0s 364ms/step
99%|█████████▉| 10713/10770 [1:13:35<00:26, 2.19it/s]
1/1 [==============================] - 0s 356ms/step
99%|█████████▉| 10714/10770 [1:13:36<00:30, 1.86it/s]
1/1 [==============================] - 0s 295ms/step
99%|█████████▉| 10715/10770 [1:13:36<00:26, 2.05it/s]
1/1 [==============================] - 0s 389ms/step
99%|█████████▉| 10716/10770 [1:13:37<00:26, 2.05it/s]
1/1 [==============================] - 0s 361ms/step
100%|█████████▉| 10717/10770 [1:13:37<00:29, 1.80it/s]
1/1 [==============================] - 0s 230ms/step
100%|█████████▉| 10718/10770 [1:13:38<00:25, 2.07it/s]
1/1 [==============================] - 0s 358ms/step
100%|█████████▉| 10719/10770 [1:13:38<00:23, 2.14it/s]
1/1 [==============================] - 0s 355ms/step
100%|█████████▉| 10720/10770 [1:13:38<00:22, 2.19it/s]
1/1 [==============================] - 0s 348ms/step
100%|█████████▉| 10721/10770 [1:13:39<00:21, 2.25it/s]
1/1 [==============================] - 0s 357ms/step
100%|█████████▉| 10722/10770 [1:13:39<00:21, 2.28it/s]
1/1 [==============================] - 0s 353ms/step
100%|█████████▉| 10723/10770 [1:13:40<00:20, 2.29it/s]
1/1 [==============================] - 0s 413ms/step
100%|█████████▉| 10724/10770 [1:13:40<00:20, 2.21it/s]
1/1 [==============================] - 0s 391ms/step
100%|█████████▉| 10725/10770 [1:13:41<00:20, 2.20it/s]
1/1 [==============================] - 0s 373ms/step
100%|█████████▉| 10726/10770 [1:13:41<00:19, 2.21it/s]
1/1 [==============================] - 0s 372ms/step
100%|█████████▉| 10727/10770 [1:13:42<00:19, 2.22it/s]
1/1 [==============================] - 0s 410ms/step
100%|█████████▉| 10728/10770 [1:13:42<00:22, 1.85it/s]
1/1 [==============================] - 0s 389ms/step
100%|█████████▉| 10729/10770 [1:13:43<00:21, 1.93it/s]
1/1 [==============================] - 0s 416ms/step
100%|█████████▉| 10730/10770 [1:13:43<00:20, 1.95it/s]
1/1 [==============================] - 0s 387ms/step
100%|█████████▉| 10731/10770 [1:13:44<00:19, 1.99it/s]
1/1 [==============================] - 0s 422ms/step
100%|█████████▉| 10732/10770 [1:13:44<00:19, 1.96it/s]
1/1 [==============================] - 0s 423ms/step
100%|█████████▉| 10733/10770 [1:13:45<00:18, 1.96it/s]
1/1 [==============================] - 0s 448ms/step
100%|█████████▉| 10734/10770 [1:13:46<00:21, 1.69it/s]
1/1 [==============================] - 0s 446ms/step
100%|█████████▉| 10735/10770 [1:13:46<00:20, 1.73it/s]
1/1 [==============================] - 0s 417ms/step
100%|█████████▉| 10736/10770 [1:13:47<00:19, 1.76it/s]
1/1 [==============================] - 0s 368ms/step
100%|█████████▉| 10737/10770 [1:13:47<00:17, 1.88it/s]
1/1 [==============================] - 0s 364ms/step
100%|█████████▉| 10738/10770 [1:13:48<00:16, 1.97it/s]
1/1 [==============================] - 0s 389ms/step
100%|█████████▉| 10739/10770 [1:13:48<00:17, 1.73it/s]
1/1 [==============================] - 0s 356ms/step
100%|█████████▉| 10740/10770 [1:13:49<00:18, 1.60it/s]
1/1 [==============================] - 0s 357ms/step
100%|█████████▉| 10741/10770 [1:13:49<00:16, 1.77it/s]
1/1 [==============================] - 0s 358ms/step
100%|█████████▉| 10742/10770 [1:13:50<00:14, 1.91it/s]
1/1 [==============================] - 0s 376ms/step
100%|█████████▉| 10743/10770 [1:13:51<00:15, 1.72it/s]
1/1 [==============================] - 0s 352ms/step
100%|█████████▉| 10744/10770 [1:13:51<00:14, 1.85it/s]
1/1 [==============================] - 0s 356ms/step
100%|█████████▉| 10745/10770 [1:13:51<00:12, 1.98it/s]
1/1 [==============================] - 0s 346ms/step
100%|█████████▉| 10746/10770 [1:13:52<00:11, 2.10it/s]
1/1 [==============================] - 0s 362ms/step
100%|█████████▉| 10747/10770 [1:13:52<00:10, 2.16it/s]
1/1 [==============================] - 0s 352ms/step
100%|█████████▉| 10748/10770 [1:13:53<00:09, 2.22it/s]
1/1 [==============================] - 0s 359ms/step
100%|█████████▉| 10749/10770 [1:13:53<00:09, 2.23it/s]
1/1 [==============================] - 0s 350ms/step
100%|█████████▉| 10750/10770 [1:13:54<00:10, 1.87it/s]
1/1 [==============================] - 0s 360ms/step
100%|█████████▉| 10751/10770 [1:13:54<00:09, 1.98it/s]
1/1 [==============================] - 0s 367ms/step
100%|█████████▉| 10752/10770 [1:13:55<00:08, 2.05it/s]
1/1 [==============================] - 0s 353ms/step
100%|█████████▉| 10753/10770 [1:13:56<00:09, 1.79it/s]
1/1 [==============================] - 0s 347ms/step
100%|█████████▉| 10754/10770 [1:13:56<00:08, 1.93it/s]
1/1 [==============================] - 0s 335ms/step
100%|█████████▉| 10755/10770 [1:13:56<00:07, 2.06it/s]
1/1 [==============================] - 0s 360ms/step
100%|█████████▉| 10756/10770 [1:13:57<00:06, 2.14it/s]
1/1 [==============================] - 0s 388ms/step
100%|█████████▉| 10757/10770 [1:13:57<00:06, 2.13it/s]
1/1 [==============================] - 0s 421ms/step
100%|█████████▉| 10758/10770 [1:13:58<00:06, 1.78it/s]
1/1 [==============================] - 0s 428ms/step
100%|█████████▉| 10759/10770 [1:13:59<00:06, 1.62it/s]
1/1 [==============================] - 0s 415ms/step
100%|█████████▉| 10760/10770 [1:13:59<00:05, 1.70it/s]
1/1 [==============================] - 0s 396ms/step
100%|█████████▉| 10761/10770 [1:14:00<00:05, 1.76it/s]
1/1 [==============================] - 0s 436ms/step
100%|█████████▉| 10762/10770 [1:14:01<00:05, 1.58it/s]
1/1 [==============================] - 0s 423ms/step
100%|█████████▉| 10763/10770 [1:14:01<00:04, 1.67it/s]
1/1 [==============================] - 0s 435ms/step
100%|█████████▉| 10764/10770 [1:14:02<00:03, 1.70it/s]
1/1 [==============================] - 0s 412ms/step
100%|█████████▉| 10765/10770 [1:14:02<00:02, 1.75it/s]
1/1 [==============================] - 0s 405ms/step
100%|█████████▉| 10766/10770 [1:14:03<00:02, 1.79it/s]
1/1 [==============================] - 0s 376ms/step
100%|█████████▉| 10767/10770 [1:14:04<00:01, 1.60it/s]
1/1 [==============================] - 0s 372ms/step
100%|█████████▉| 10768/10770 [1:14:04<00:01, 1.76it/s]
1/1 [==============================] - 0s 380ms/step
100%|█████████▉| 10769/10770 [1:14:04<00:00, 1.87it/s]
1/1 [==============================] - 0s 353ms/step
100%|██████████| 10770/10770 [1:14:05<00:00, 2.42it/s]
Embeddings generated for all images!
In [13]:
import pandas as pd
# Convert dictionary to DataFrame
df_embeddings = pd.DataFrame(embeddings).T # Transpose so images are rows
df_embeddings["label"] = labels # Add labels
# Save to CSV
df_embeddings.to_csv("image_embeddings.csv", index_label="image_path")
print("Embeddings successfully saved to image_embeddings.csv!")
Embeddings successfully saved to image_embeddings.csv!
In [14]:
import os
print("Files in current directory:", os.listdir("."))
Files in current directory: ['.config', 'drive', 'image_embeddings.csv', 'sample_data']
Finding Similar Images Using Distance Metrics
We will use cosine similarity because it works well for features
In [15]:
import pandas as pd
In [16]:
from sklearn.metrics.pairwise import cosine_similarity
import numpy as np
# Load embeddings
df_embeddings = pd.read_csv("image_embeddings.csv", index_col="image_path")
# Extract only the feature vectors (exclude labels)
X = df_embeddings.drop(columns=["label"]).values
# Compute cosine similarity matrix
similarity_matrix = cosine_similarity(X)
print("Cosine similarity matrix shape:", similarity_matrix.shape)
Cosine similarity matrix shape: (10770, 10770)
Each row and column represents an image. The values indicate how similar each image is to every other image.
Similarity Threshold
In [17]:
SIMILARITY_THRESHOLD = 0.7 # Tune this threshold based on results
DISSIMILARITY_THRESHOLD = 0.5
If cosine similarity > 0.8, the images are similar
If cosine similarity < 0.5, the images are dissimilar
Find and Classify Similar & Dissimilar Images
In [18]:
def classify_similar_images(image_index, top_n=5):
"""
Finds the top N most similar and dissimilar images to a given image index.
"""
similarity_scores = similarity_matrix[image_index] # Get similarity scores for this image
sorted_indices = np.argsort(similarity_scores)[::-1] # Sort in descending order
# Filter similar and dissimilar images based on threshold
similar_indices = [i for i in sorted_indices if similarity_scores[i] > SIMILARITY_THRESHOLD and i != image_index][:top_n]
dissimilar_indices = [i for i in sorted_indices if similarity_scores[i] < DISSIMILARITY_THRESHOLD][:top_n]
return similar_indices, dissimilar_indices
# Example: Get 5 similar and dissimilar images for the first image
similar_imgs, dissimilar_imgs = classify_similar_images(0, top_n=5)
print("Similar Images:", similar_imgs)
print("Dissimilar Images:", dissimilar_imgs)
Similar Images: [7287, 6364, 8479, 10367, 4714] Dissimilar Images: [1673, 2855, 9335, 10621, 3413]
Run the Visualization Function
In [19]:
import matplotlib.pyplot as plt
import cv2
In [20]:
import matplotlib.pyplot as plt
import cv2
import os
def show_classified_images(image_index, top_n=5):
"""
Displays the original image along with top N similar and dissimilar images.
Fixes issues related to empty subplots and misalignment.
"""
similar_indices, dissimilar_indices = classify_similar_images(image_index, top_n)
# Dynamically set the number of columns
total_images = 1 + top_n + top_n # Original + Similar + Dissimilar
cols = max(6, total_images) # Ensure at least 6 columns
rows = 2 # Two rows (Similar & Dissimilar)
fig, axes = plt.subplots(rows, cols, figsize=(cols * 2, 6))
axes = axes.flatten() # Flatten for easy iteration
# Function to load and display an image
def display_image(ax, img_path, title):
ax.axis("off") # Hide axis
if os.path.exists(img_path):
img = cv2.imread(img_path)
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
ax.imshow(img)
else:
ax.text(0.5, 0.5, "Not Found", fontsize=12, ha='center', va='center')
ax.set_title(title, fontsize=10)
# Load original image
original_img_path = df_embeddings.index[image_index]
display_image(axes[0], original_img_path, "Original Image")
# Show similar images
for i, idx in enumerate(similar_indices):
img_path = df_embeddings.index[idx]
display_image(axes[i + 1], img_path, f"Similar {i+1}")
# Show dissimilar images
for i, idx in enumerate(dissimilar_indices):
img_path = df_embeddings.index[idx]
display_image(axes[top_n + 1 + i], img_path, f"Dissimilar {i+1}")
# Hide any extra subplots
for j in range(total_images, len(axes)):
axes[j].axis("off")
plt.suptitle("Top Similar and Dissimilar Images", fontsize=14, fontweight='bold')
plt.tight_layout()
plt.show()
In [21]:
show_classified_images(3, top_n=4)
- There is an issue in the model which is displaying wrong images in similar case
DEEPFACE
In [22]:
!pip install deepface
Collecting deepface
Downloading deepface-0.0.93-py3-none-any.whl.metadata (30 kB)
Requirement already satisfied: requests>=2.27.1 in /usr/local/lib/python3.11/dist-packages (from deepface) (2.32.3)
Requirement already satisfied: numpy>=1.14.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (1.23.5)
Requirement already satisfied: pandas>=0.23.4 in /usr/local/lib/python3.11/dist-packages (from deepface) (2.2.2)
Requirement already satisfied: gdown>=3.10.1 in /usr/local/lib/python3.11/dist-packages (from deepface) (5.2.0)
Requirement already satisfied: tqdm>=4.30.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (4.67.1)
Requirement already satisfied: Pillow>=5.2.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (11.1.0)
Requirement already satisfied: opencv-python>=4.5.5.64 in /usr/local/lib/python3.11/dist-packages (from deepface) (4.11.0.86)
Requirement already satisfied: tensorflow>=1.9.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (2.12.0)
Requirement already satisfied: keras>=2.2.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (2.12.0)
Requirement already satisfied: Flask>=1.1.2 in /usr/local/lib/python3.11/dist-packages (from deepface) (3.1.0)
Collecting flask-cors>=4.0.1 (from deepface)
Downloading flask_cors-5.0.1-py3-none-any.whl.metadata (961 bytes)
Collecting mtcnn>=0.1.0 (from deepface)
Downloading mtcnn-1.0.0-py3-none-any.whl.metadata (5.8 kB)
Collecting retina-face>=0.0.1 (from deepface)
Downloading retina_face-0.0.17-py3-none-any.whl.metadata (10 kB)
Collecting fire>=0.4.0 (from deepface)
Downloading fire-0.7.0.tar.gz (87 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 87.2/87.2 kB 4.1 MB/s eta 0:00:00
Preparing metadata (setup.py) ... done
Collecting gunicorn>=20.1.0 (from deepface)
Downloading gunicorn-23.0.0-py3-none-any.whl.metadata (4.4 kB)
Requirement already satisfied: termcolor in /usr/local/lib/python3.11/dist-packages (from fire>=0.4.0->deepface) (2.5.0)
Requirement already satisfied: Werkzeug>=3.1 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (3.1.3)
Requirement already satisfied: Jinja2>=3.1.2 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (3.1.6)
Requirement already satisfied: itsdangerous>=2.2 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (2.2.0)
Requirement already satisfied: click>=8.1.3 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (8.1.8)
Requirement already satisfied: blinker>=1.9 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (1.9.0)
Requirement already satisfied: beautifulsoup4 in /usr/local/lib/python3.11/dist-packages (from gdown>=3.10.1->deepface) (4.13.3)
Requirement already satisfied: filelock in /usr/local/lib/python3.11/dist-packages (from gdown>=3.10.1->deepface) (3.18.0)
Requirement already satisfied: packaging in /usr/local/lib/python3.11/dist-packages (from gunicorn>=20.1.0->deepface) (24.2)
Requirement already satisfied: joblib>=1.4.2 in /usr/local/lib/python3.11/dist-packages (from mtcnn>=0.1.0->deepface) (1.4.2)
Collecting lz4>=4.3.3 (from mtcnn>=0.1.0->deepface)
Downloading lz4-4.4.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (3.8 kB)
Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.11/dist-packages (from pandas>=0.23.4->deepface) (2.8.2)
Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.11/dist-packages (from pandas>=0.23.4->deepface) (2025.1)
Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.11/dist-packages (from pandas>=0.23.4->deepface) (2025.1)
Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.11/dist-packages (from requests>=2.27.1->deepface) (3.4.1)
Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.11/dist-packages (from requests>=2.27.1->deepface) (3.10)
Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.11/dist-packages (from requests>=2.27.1->deepface) (2.3.0)
Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.11/dist-packages (from requests>=2.27.1->deepface) (2025.1.31)
Requirement already satisfied: absl-py>=1.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (1.4.0)
Requirement already satisfied: astunparse>=1.6.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (1.6.3)
Requirement already satisfied: flatbuffers>=2.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (25.2.10)
Requirement already satisfied: gast<=0.4.0,>=0.2.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (0.4.0)
Requirement already satisfied: google-pasta>=0.1.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (0.2.0)
Requirement already satisfied: grpcio<2.0,>=1.24.3 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (1.71.0)
Requirement already satisfied: h5py>=2.9.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (3.13.0)
Requirement already satisfied: jax>=0.3.15 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (0.4.30)
Requirement already satisfied: libclang>=13.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (18.1.1)
Requirement already satisfied: opt-einsum>=2.3.2 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (3.4.0)
Requirement already satisfied: protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.20.3 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (4.25.6)
Requirement already satisfied: setuptools in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (75.1.0)
Requirement already satisfied: six>=1.12.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (1.17.0)
Requirement already satisfied: tensorboard<2.13,>=2.12 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (2.12.3)
Requirement already satisfied: tensorflow-estimator<2.13,>=2.12.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (2.12.0)
Requirement already satisfied: typing-extensions>=3.6.6 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (4.12.2)
Requirement already satisfied: wrapt<1.15,>=1.11.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (1.14.1)
Requirement already satisfied: tensorflow-io-gcs-filesystem>=0.23.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (0.37.1)
Requirement already satisfied: wheel<1.0,>=0.23.0 in /usr/local/lib/python3.11/dist-packages (from astunparse>=1.6.0->tensorflow>=1.9.0->deepface) (0.45.1)
Requirement already satisfied: jaxlib<=0.4.30,>=0.4.27 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow>=1.9.0->deepface) (0.4.30)
Requirement already satisfied: ml-dtypes>=0.2.0 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow>=1.9.0->deepface) (0.4.1)
Requirement already satisfied: scipy>=1.9 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow>=1.9.0->deepface) (1.14.1)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.11/dist-packages (from Jinja2>=3.1.2->Flask>=1.1.2->deepface) (3.0.2)
Requirement already satisfied: google-auth<3,>=1.6.3 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (2.38.0)
Requirement already satisfied: google-auth-oauthlib<1.1,>=0.5 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (1.0.0)
Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (3.7)
Requirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (0.7.2)
Requirement already satisfied: soupsieve>1.2 in /usr/local/lib/python3.11/dist-packages (from beautifulsoup4->gdown>=3.10.1->deepface) (2.6)
Requirement already satisfied: PySocks!=1.5.7,>=1.5.6 in /usr/local/lib/python3.11/dist-packages (from requests[socks]->gdown>=3.10.1->deepface) (1.7.1)
Requirement already satisfied: cachetools<6.0,>=2.0.0 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (5.5.2)
Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (0.4.1)
Requirement already satisfied: rsa<5,>=3.1.4 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (4.9)
Requirement already satisfied: requests-oauthlib>=0.7.0 in /usr/local/lib/python3.11/dist-packages (from google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (2.0.0)
Requirement already satisfied: pyasn1<0.7.0,>=0.4.6 in /usr/local/lib/python3.11/dist-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (0.6.1)
Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.11/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (3.2.2)
Downloading deepface-0.0.93-py3-none-any.whl (108 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 108.6/108.6 kB 7.6 MB/s eta 0:00:00
Downloading flask_cors-5.0.1-py3-none-any.whl (11 kB)
Downloading gunicorn-23.0.0-py3-none-any.whl (85 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 85.0/85.0 kB 6.2 MB/s eta 0:00:00
Downloading mtcnn-1.0.0-py3-none-any.whl (1.9 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.9/1.9 MB 34.7 MB/s eta 0:00:00
Downloading retina_face-0.0.17-py3-none-any.whl (25 kB)
Downloading lz4-4.4.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.3 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.3/1.3 MB 46.0 MB/s eta 0:00:00
Building wheels for collected packages: fire
Building wheel for fire (setup.py) ... done
Created wheel for fire: filename=fire-0.7.0-py3-none-any.whl size=114249 sha256=e82830bd46379feee4338d8e6e4701ca28037e713e323aeddeb82d14b31afdfb
Stored in directory: /root/.cache/pip/wheels/46/54/24/1624fd5b8674eb1188623f7e8e17cdf7c0f6c24b609dfb8a89
Successfully built fire
Installing collected packages: lz4, gunicorn, fire, mtcnn, flask-cors, retina-face, deepface
Successfully installed deepface-0.0.93 fire-0.7.0 flask-cors-5.0.1 gunicorn-23.0.0 lz4-4.4.3 mtcnn-1.0.0 retina-face-0.0.17
In [23]:
!pip install -U deepface
Requirement already satisfied: deepface in /usr/local/lib/python3.11/dist-packages (0.0.93) Requirement already satisfied: requests>=2.27.1 in /usr/local/lib/python3.11/dist-packages (from deepface) (2.32.3) Requirement already satisfied: numpy>=1.14.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (1.23.5) Requirement already satisfied: pandas>=0.23.4 in /usr/local/lib/python3.11/dist-packages (from deepface) (2.2.2) Requirement already satisfied: gdown>=3.10.1 in /usr/local/lib/python3.11/dist-packages (from deepface) (5.2.0) Requirement already satisfied: tqdm>=4.30.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (4.67.1) Requirement already satisfied: Pillow>=5.2.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (11.1.0) Requirement already satisfied: opencv-python>=4.5.5.64 in /usr/local/lib/python3.11/dist-packages (from deepface) (4.11.0.86) Requirement already satisfied: tensorflow>=1.9.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (2.12.0) Requirement already satisfied: keras>=2.2.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (2.12.0) Requirement already satisfied: Flask>=1.1.2 in /usr/local/lib/python3.11/dist-packages (from deepface) (3.1.0) Requirement already satisfied: flask-cors>=4.0.1 in /usr/local/lib/python3.11/dist-packages (from deepface) (5.0.1) Requirement already satisfied: mtcnn>=0.1.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (1.0.0) Requirement already satisfied: retina-face>=0.0.1 in /usr/local/lib/python3.11/dist-packages (from deepface) (0.0.17) Requirement already satisfied: fire>=0.4.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (0.7.0) Requirement already satisfied: gunicorn>=20.1.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (23.0.0) Requirement already satisfied: termcolor in /usr/local/lib/python3.11/dist-packages (from fire>=0.4.0->deepface) (2.5.0) Requirement already satisfied: Werkzeug>=3.1 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (3.1.3) Requirement already satisfied: Jinja2>=3.1.2 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (3.1.6) Requirement already satisfied: itsdangerous>=2.2 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (2.2.0) Requirement already satisfied: click>=8.1.3 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (8.1.8) Requirement already satisfied: blinker>=1.9 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (1.9.0) Requirement already satisfied: beautifulsoup4 in /usr/local/lib/python3.11/dist-packages (from gdown>=3.10.1->deepface) (4.13.3) Requirement already satisfied: filelock in /usr/local/lib/python3.11/dist-packages (from gdown>=3.10.1->deepface) (3.18.0) Requirement already satisfied: packaging in /usr/local/lib/python3.11/dist-packages (from gunicorn>=20.1.0->deepface) (24.2) Requirement already satisfied: joblib>=1.4.2 in /usr/local/lib/python3.11/dist-packages (from mtcnn>=0.1.0->deepface) (1.4.2) Requirement already satisfied: lz4>=4.3.3 in /usr/local/lib/python3.11/dist-packages (from mtcnn>=0.1.0->deepface) (4.4.3) Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.11/dist-packages (from pandas>=0.23.4->deepface) (2.8.2) Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.11/dist-packages (from pandas>=0.23.4->deepface) (2025.1) Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.11/dist-packages (from pandas>=0.23.4->deepface) (2025.1) Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.11/dist-packages (from requests>=2.27.1->deepface) (3.4.1) Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.11/dist-packages (from requests>=2.27.1->deepface) (3.10) Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.11/dist-packages (from requests>=2.27.1->deepface) (2.3.0) Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.11/dist-packages (from requests>=2.27.1->deepface) (2025.1.31) Requirement already satisfied: absl-py>=1.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (1.4.0) Requirement already satisfied: astunparse>=1.6.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (1.6.3) Requirement already satisfied: flatbuffers>=2.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (25.2.10) Requirement already satisfied: gast<=0.4.0,>=0.2.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (0.4.0) Requirement already satisfied: google-pasta>=0.1.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (0.2.0) Requirement already satisfied: grpcio<2.0,>=1.24.3 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (1.71.0) Requirement already satisfied: h5py>=2.9.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (3.13.0) Requirement already satisfied: jax>=0.3.15 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (0.4.30) Requirement already satisfied: libclang>=13.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (18.1.1) Requirement already satisfied: opt-einsum>=2.3.2 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (3.4.0) Requirement already satisfied: protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.20.3 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (4.25.6) Requirement already satisfied: setuptools in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (75.1.0) Requirement already satisfied: six>=1.12.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (1.17.0) Requirement already satisfied: tensorboard<2.13,>=2.12 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (2.12.3) Requirement already satisfied: tensorflow-estimator<2.13,>=2.12.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (2.12.0) Requirement already satisfied: typing-extensions>=3.6.6 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (4.12.2) Requirement already satisfied: wrapt<1.15,>=1.11.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (1.14.1) Requirement already satisfied: tensorflow-io-gcs-filesystem>=0.23.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow>=1.9.0->deepface) (0.37.1) Requirement already satisfied: wheel<1.0,>=0.23.0 in /usr/local/lib/python3.11/dist-packages (from astunparse>=1.6.0->tensorflow>=1.9.0->deepface) (0.45.1) Requirement already satisfied: jaxlib<=0.4.30,>=0.4.27 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow>=1.9.0->deepface) (0.4.30) Requirement already satisfied: ml-dtypes>=0.2.0 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow>=1.9.0->deepface) (0.4.1) Requirement already satisfied: scipy>=1.9 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow>=1.9.0->deepface) (1.14.1) Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.11/dist-packages (from Jinja2>=3.1.2->Flask>=1.1.2->deepface) (3.0.2) Requirement already satisfied: google-auth<3,>=1.6.3 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (2.38.0) Requirement already satisfied: google-auth-oauthlib<1.1,>=0.5 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (1.0.0) Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (3.7) Requirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (0.7.2) Requirement already satisfied: soupsieve>1.2 in /usr/local/lib/python3.11/dist-packages (from beautifulsoup4->gdown>=3.10.1->deepface) (2.6) Requirement already satisfied: PySocks!=1.5.7,>=1.5.6 in /usr/local/lib/python3.11/dist-packages (from requests[socks]->gdown>=3.10.1->deepface) (1.7.1) Requirement already satisfied: cachetools<6.0,>=2.0.0 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (5.5.2) Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (0.4.1) Requirement already satisfied: rsa<5,>=3.1.4 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (4.9) Requirement already satisfied: requests-oauthlib>=0.7.0 in /usr/local/lib/python3.11/dist-packages (from google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (2.0.0) Requirement already satisfied: pyasn1<0.7.0,>=0.4.6 in /usr/local/lib/python3.11/dist-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (0.6.1) Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.11/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow>=1.9.0->deepface) (3.2.2)
In [24]:
!pip install tensorflow keras numpy
Requirement already satisfied: tensorflow in /usr/local/lib/python3.11/dist-packages (2.12.0) Requirement already satisfied: keras in /usr/local/lib/python3.11/dist-packages (2.12.0) Requirement already satisfied: numpy in /usr/local/lib/python3.11/dist-packages (1.23.5) Requirement already satisfied: absl-py>=1.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.4.0) Requirement already satisfied: astunparse>=1.6.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.6.3) Requirement already satisfied: flatbuffers>=2.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (25.2.10) Requirement already satisfied: gast<=0.4.0,>=0.2.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.4.0) Requirement already satisfied: google-pasta>=0.1.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.2.0) Requirement already satisfied: grpcio<2.0,>=1.24.3 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.71.0) Requirement already satisfied: h5py>=2.9.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (3.13.0) Requirement already satisfied: jax>=0.3.15 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.4.30) Requirement already satisfied: libclang>=13.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (18.1.1) Requirement already satisfied: opt-einsum>=2.3.2 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (3.4.0) Requirement already satisfied: packaging in /usr/local/lib/python3.11/dist-packages (from tensorflow) (24.2) Requirement already satisfied: protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.20.3 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (4.25.6) Requirement already satisfied: setuptools in /usr/local/lib/python3.11/dist-packages (from tensorflow) (75.1.0) Requirement already satisfied: six>=1.12.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.17.0) Requirement already satisfied: tensorboard<2.13,>=2.12 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (2.12.3) Requirement already satisfied: tensorflow-estimator<2.13,>=2.12.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (2.12.0) Requirement already satisfied: termcolor>=1.1.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (2.5.0) Requirement already satisfied: typing-extensions>=3.6.6 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (4.12.2) Requirement already satisfied: wrapt<1.15,>=1.11.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.14.1) Requirement already satisfied: tensorflow-io-gcs-filesystem>=0.23.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.37.1) Requirement already satisfied: wheel<1.0,>=0.23.0 in /usr/local/lib/python3.11/dist-packages (from astunparse>=1.6.0->tensorflow) (0.45.1) Requirement already satisfied: jaxlib<=0.4.30,>=0.4.27 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow) (0.4.30) Requirement already satisfied: ml-dtypes>=0.2.0 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow) (0.4.1) Requirement already satisfied: scipy>=1.9 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow) (1.14.1) Requirement already satisfied: google-auth<3,>=1.6.3 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (2.38.0) Requirement already satisfied: google-auth-oauthlib<1.1,>=0.5 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (1.0.0) Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (3.7) Requirement already satisfied: requests<3,>=2.21.0 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (2.32.3) Requirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (0.7.2) Requirement already satisfied: werkzeug>=1.0.1 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (3.1.3) Requirement already satisfied: cachetools<6.0,>=2.0.0 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (5.5.2) Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (0.4.1) Requirement already satisfied: rsa<5,>=3.1.4 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (4.9) Requirement already satisfied: requests-oauthlib>=0.7.0 in /usr/local/lib/python3.11/dist-packages (from google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow) (2.0.0) Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.11/dist-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow) (3.4.1) Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.11/dist-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow) (3.10) Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.11/dist-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow) (2.3.0) Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.11/dist-packages (from requests<3,>=2.21.0->tensorboard<2.13,>=2.12->tensorflow) (2025.1.31) Requirement already satisfied: MarkupSafe>=2.1.1 in /usr/local/lib/python3.11/dist-packages (from werkzeug>=1.0.1->tensorboard<2.13,>=2.12->tensorflow) (3.0.2) Requirement already satisfied: pyasn1<0.7.0,>=0.4.6 in /usr/local/lib/python3.11/dist-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (0.6.1) Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.11/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow) (3.2.2)
In [25]:
!pip install deepface tensorflow keras numpy opencv-python matplotlib
Requirement already satisfied: deepface in /usr/local/lib/python3.11/dist-packages (0.0.93) Requirement already satisfied: tensorflow in /usr/local/lib/python3.11/dist-packages (2.12.0) Requirement already satisfied: keras in /usr/local/lib/python3.11/dist-packages (2.12.0) Requirement already satisfied: numpy in /usr/local/lib/python3.11/dist-packages (1.23.5) Requirement already satisfied: opencv-python in /usr/local/lib/python3.11/dist-packages (4.11.0.86) Requirement already satisfied: matplotlib in /usr/local/lib/python3.11/dist-packages (3.10.0) Requirement already satisfied: requests>=2.27.1 in /usr/local/lib/python3.11/dist-packages (from deepface) (2.32.3) Requirement already satisfied: pandas>=0.23.4 in /usr/local/lib/python3.11/dist-packages (from deepface) (2.2.2) Requirement already satisfied: gdown>=3.10.1 in /usr/local/lib/python3.11/dist-packages (from deepface) (5.2.0) Requirement already satisfied: tqdm>=4.30.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (4.67.1) Requirement already satisfied: Pillow>=5.2.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (11.1.0) Requirement already satisfied: Flask>=1.1.2 in /usr/local/lib/python3.11/dist-packages (from deepface) (3.1.0) Requirement already satisfied: flask-cors>=4.0.1 in /usr/local/lib/python3.11/dist-packages (from deepface) (5.0.1) Requirement already satisfied: mtcnn>=0.1.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (1.0.0) Requirement already satisfied: retina-face>=0.0.1 in /usr/local/lib/python3.11/dist-packages (from deepface) (0.0.17) Requirement already satisfied: fire>=0.4.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (0.7.0) Requirement already satisfied: gunicorn>=20.1.0 in /usr/local/lib/python3.11/dist-packages (from deepface) (23.0.0) Requirement already satisfied: absl-py>=1.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.4.0) Requirement already satisfied: astunparse>=1.6.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.6.3) Requirement already satisfied: flatbuffers>=2.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (25.2.10) Requirement already satisfied: gast<=0.4.0,>=0.2.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.4.0) Requirement already satisfied: google-pasta>=0.1.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.2.0) Requirement already satisfied: grpcio<2.0,>=1.24.3 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.71.0) Requirement already satisfied: h5py>=2.9.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (3.13.0) Requirement already satisfied: jax>=0.3.15 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.4.30) Requirement already satisfied: libclang>=13.0.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (18.1.1) Requirement already satisfied: opt-einsum>=2.3.2 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (3.4.0) Requirement already satisfied: packaging in /usr/local/lib/python3.11/dist-packages (from tensorflow) (24.2) Requirement already satisfied: protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.20.3 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (4.25.6) Requirement already satisfied: setuptools in /usr/local/lib/python3.11/dist-packages (from tensorflow) (75.1.0) Requirement already satisfied: six>=1.12.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.17.0) Requirement already satisfied: tensorboard<2.13,>=2.12 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (2.12.3) Requirement already satisfied: tensorflow-estimator<2.13,>=2.12.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (2.12.0) Requirement already satisfied: termcolor>=1.1.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (2.5.0) Requirement already satisfied: typing-extensions>=3.6.6 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (4.12.2) Requirement already satisfied: wrapt<1.15,>=1.11.0 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (1.14.1) Requirement already satisfied: tensorflow-io-gcs-filesystem>=0.23.1 in /usr/local/lib/python3.11/dist-packages (from tensorflow) (0.37.1) Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.11/dist-packages (from matplotlib) (1.3.1) Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.11/dist-packages (from matplotlib) (0.12.1) Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.11/dist-packages (from matplotlib) (4.56.0) Requirement already satisfied: kiwisolver>=1.3.1 in /usr/local/lib/python3.11/dist-packages (from matplotlib) (1.4.8) Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.11/dist-packages (from matplotlib) (3.2.1) Requirement already satisfied: python-dateutil>=2.7 in /usr/local/lib/python3.11/dist-packages (from matplotlib) (2.8.2) Requirement already satisfied: wheel<1.0,>=0.23.0 in /usr/local/lib/python3.11/dist-packages (from astunparse>=1.6.0->tensorflow) (0.45.1) Requirement already satisfied: Werkzeug>=3.1 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (3.1.3) Requirement already satisfied: Jinja2>=3.1.2 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (3.1.6) Requirement already satisfied: itsdangerous>=2.2 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (2.2.0) Requirement already satisfied: click>=8.1.3 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (8.1.8) Requirement already satisfied: blinker>=1.9 in /usr/local/lib/python3.11/dist-packages (from Flask>=1.1.2->deepface) (1.9.0) Requirement already satisfied: beautifulsoup4 in /usr/local/lib/python3.11/dist-packages (from gdown>=3.10.1->deepface) (4.13.3) Requirement already satisfied: filelock in /usr/local/lib/python3.11/dist-packages (from gdown>=3.10.1->deepface) (3.18.0) Requirement already satisfied: jaxlib<=0.4.30,>=0.4.27 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow) (0.4.30) Requirement already satisfied: ml-dtypes>=0.2.0 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow) (0.4.1) Requirement already satisfied: scipy>=1.9 in /usr/local/lib/python3.11/dist-packages (from jax>=0.3.15->tensorflow) (1.14.1) Requirement already satisfied: joblib>=1.4.2 in /usr/local/lib/python3.11/dist-packages (from mtcnn>=0.1.0->deepface) (1.4.2) Requirement already satisfied: lz4>=4.3.3 in /usr/local/lib/python3.11/dist-packages (from mtcnn>=0.1.0->deepface) (4.4.3) Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.11/dist-packages (from pandas>=0.23.4->deepface) (2025.1) Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.11/dist-packages (from pandas>=0.23.4->deepface) (2025.1) Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.11/dist-packages (from requests>=2.27.1->deepface) (3.4.1) Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.11/dist-packages (from requests>=2.27.1->deepface) (3.10) Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.11/dist-packages (from requests>=2.27.1->deepface) (2.3.0) Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.11/dist-packages (from requests>=2.27.1->deepface) (2025.1.31) Requirement already satisfied: google-auth<3,>=1.6.3 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (2.38.0) Requirement already satisfied: google-auth-oauthlib<1.1,>=0.5 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (1.0.0) Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (3.7) Requirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in /usr/local/lib/python3.11/dist-packages (from tensorboard<2.13,>=2.12->tensorflow) (0.7.2) Requirement already satisfied: cachetools<6.0,>=2.0.0 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (5.5.2) Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (0.4.1) Requirement already satisfied: rsa<5,>=3.1.4 in /usr/local/lib/python3.11/dist-packages (from google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (4.9) Requirement already satisfied: requests-oauthlib>=0.7.0 in /usr/local/lib/python3.11/dist-packages (from google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow) (2.0.0) Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.11/dist-packages (from Jinja2>=3.1.2->Flask>=1.1.2->deepface) (3.0.2) Requirement already satisfied: soupsieve>1.2 in /usr/local/lib/python3.11/dist-packages (from beautifulsoup4->gdown>=3.10.1->deepface) (2.6) Requirement already satisfied: PySocks!=1.5.7,>=1.5.6 in /usr/local/lib/python3.11/dist-packages (from requests[socks]->gdown>=3.10.1->deepface) (1.7.1) Requirement already satisfied: pyasn1<0.7.0,>=0.4.6 in /usr/local/lib/python3.11/dist-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.3->tensorboard<2.13,>=2.12->tensorflow) (0.6.1) Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.11/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<1.1,>=0.5->tensorboard<2.13,>=2.12->tensorflow) (3.2.2)
In [26]:
import tensorflow as tf
from tensorflow.keras.models import Model
from tensorflow.keras.layers import Flatten, Dense
from tensorflow.keras.applications.vgg16 import VGG16, preprocess_input
from tensorflow.keras.preprocessing import image
import numpy as np
import cv2
import os
from scipy.spatial.distance import euclidean
import matplotlib.pyplot as plt
In [27]:
def load_vgg_face_model(weights_path):
"""
Loads the VGG-Face model architecture and custom weights.
"""
# Load base VGG16 model (excluding top layer)
base_model = VGG16(include_top=False, input_shape=(224, 224, 3))
# Add custom layers to match VGG-Face
x = Flatten(name="flatten")(base_model.output)
x = Dense(4096, activation="relu", name="fc6")(x)
x = Dense(4096, activation="relu", name="fc7")(x)
x = Dense(2622, activation="softmax", name="fc8")(x) # 2622 classes in VGG-Face
model = Model(inputs=base_model.input, outputs=x)
# Load weights while ignoring mismatched layers
model.load_weights(weights_path, by_name=True, skip_mismatch=True)
print("✅ VGG-Face model loaded successfully!")
return model
# Path to your weights file in Google Drive
weights_path = "/content/drive/MyDrive/vgg_face_weights.h5"
# Load the model
vgg_face_model = load_vgg_face_model(weights_path)
Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/vgg16/vgg16_weights_tf_dim_ordering_tf_kernels_notop.h5 58889256/58889256 [==============================] - 5s 0us/step
WARNING:tensorflow:Skipping loading weights for layer #32 (named fc6) due to mismatch in shape for weight fc6/kernel:0. Weight expects shape (25088, 4096). Received saved weight with shape (7, 7, 512, 4096) WARNING:tensorflow:Skipping loading weights for layer #34 (named fc7) due to mismatch in shape for weight fc7/kernel:0. Weight expects shape (4096, 4096). Received saved weight with shape (1, 1, 4096, 4096) WARNING:tensorflow:Skipping loading weights for layer #36 (named fc8) due to mismatch in shape for weight fc8/kernel:0. Weight expects shape (4096, 2622). Received saved weight with shape (1, 1, 4096, 2622)
✅ VGG-Face model loaded successfully!
In [28]:
# Remove last layer to get face embeddings
embedding_model = Model(inputs=vgg_face_model.input, outputs=vgg_face_model.get_layer("fc7").output)
In [29]:
def get_embedding(img_path):
"""
Extracts a 4096-dimensional embedding from an image using VGG-Face.
"""
img = image.load_img(img_path, target_size=(224, 224))
img_array = image.img_to_array(img)
img_array = np.expand_dims(img_array, axis=0)
img_array = preprocess_input(img_array) # Preprocessing for VGG16
embedding = embedding_model.predict(img_array)[0]
return embedding
In [30]:
def compare_faces(img1, img2):
"""
Compares two images using Euclidean distance.
"""
emb1 = get_embedding(img1)
emb2 = get_embedding(img2)
distance = euclidean(emb1, emb2)
print(f"🔹 Euclidean Distance: {distance}")
if distance < 0.7:
print("✅ Faces Match!")
else:
print("❌ Faces Do Not Match!")
# Test with example images
img1 = "/content/drive/MyDrive/Benedict Cumberbatch9.jpg"
img2 = "/content/drive/MyDrive/Dwayne Johnson4.jpg"
compare_faces(img1, img2)
1/1 [==============================] - 2s 2s/step 1/1 [==============================] - 1s 1s/step 🔹 Euclidean Distance: 252.82229614257812 ❌ Faces Do Not Match!
The Euclidean distance seems too high, meaning the embeddings extracted from VGG-Face aren’t matching well
In [31]:
from deepface import DeepFace
# Extract features from an image
def get_embedding_deepface(img_path):
embedding = DeepFace.represent(img_path, model_name="VGG-Face", enforce_detection=False)
return np.array(embedding[0]["embedding"])
# Compare faces using cosine similarity
from sklearn.metrics.pairwise import cosine_similarity
def compare_faces_deepface(img1, img2):
emb1 = get_embedding_deepface(img1)
emb2 = get_embedding_deepface(img2)
similarity = cosine_similarity([emb1], [emb2])[0][0]
print(f"🔹 Cosine Similarity: {similarity}")
if similarity > 0.6:
print("✅ Faces Match!")
else:
print("❌ Faces Do Not Match!")
# Test with example images
img1 = "/content/drive/MyDrive/Benedict Cumberbatch9.jpg"
img2 = "/content/drive/MyDrive/Dwayne Johnson4.jpg"
compare_faces_deepface(img1, img2)
25-03-23 06:14:34 - Directory /root/.deepface has been created 25-03-23 06:14:34 - Directory /root/.deepface/weights has been created 25-03-23 06:14:39 - vgg_face_weights.h5 will be downloaded...
Downloading... From: https://github.com/serengil/deepface_models/releases/download/v1.0/vgg_face_weights.h5 To: /root/.deepface/weights/vgg_face_weights.h5 100%|██████████| 580M/580M [00:16<00:00, 35.7MB/s]
🔹 Cosine Similarity: 0.08047792490669253 ❌ Faces Do Not Match!
The cosine similarity (0.08) is very low, which means the embeddings for the two images are not matching well
In [32]:
from deepface import DeepFace
from sklearn.metrics.pairwise import cosine_similarity
import numpy as np
# Function to get embeddings using a specific model
def get_embedding_deepface(img_path, model_name="Facenet"):
embedding = DeepFace.represent(img_path, model_name=model_name, enforce_detection=False)
return np.array(embedding[0]["embedding"])
# Function to compare two face images
def compare_faces(img1, img2, model_name="Facenet"):
emb1 = get_embedding_deepface(img1, model_name)
emb2 = get_embedding_deepface(img2, model_name)
similarity = cosine_similarity([emb1], [emb2])[0][0]
print(f"🔹 Cosine Similarity: {similarity}")
if similarity > 0.6:
print("✅ Faces Match!")
else:
print("❌ Faces Do Not Match!")
# Paths to two images for comparison
img1 = "/content/drive/MyDrive/Benedict Cumberbatch9.jpg"
img2 = "/content/drive/MyDrive/Dwayne Johnson4.jpg"
# Run comparison using Facenet
compare_faces(img1, img2, model_name="Facenet")
25-03-23 06:15:07 - facenet_weights.h5 will be downloaded...
Downloading... From: https://github.com/serengil/deepface_models/releases/download/v1.0/facenet_weights.h5 To: /root/.deepface/weights/facenet_weights.h5 100%|██████████| 92.2M/92.2M [00:00<00:00, 157MB/s]
🔹 Cosine Similarity: -0.051237847149961185 ❌ Faces Do Not Match!
In [33]:
from deepface import DeepFace
import numpy as np
from sklearn.preprocessing import normalize
from sklearn.metrics.pairwise import cosine_similarity
# Paths to the images
img1_path = "/content/drive/MyDrive/PINS/PINS/pins_Amaury Nolasco/Amaury Nolasco0.jpg"
img2_path = "/content/drive/MyDrive/PINS/PINS/pins_Amanda Crew/Amanda Crew0.jpg"
# Extract embeddings using ArcFace
emb1 = DeepFace.represent(img_path=img1_path, model_name="ArcFace")[0]["embedding"]
emb2 = DeepFace.represent(img_path=img2_path, model_name="ArcFace")[0]["embedding"]
# Normalize embeddings
emb1 = normalize([emb1])[0]
emb2 = normalize([emb2])[0]
# Compute Cosine Similarity
similarity = cosine_similarity([emb1], [emb2])[0][0]
print(f"🔹 Cosine Similarity: {similarity}")
# Set threshold
THRESHOLD = 0.5 # Try 0.5 instead of 0.6
if similarity > THRESHOLD:
print("✅ Faces Match!")
else:
print("❌ Faces Do Not Match!")
25-03-23 06:15:12 - arcface_weights.h5 will be downloaded to /root/.deepface/weights/arcface_weights.h5
Downloading... From: https://github.com/serengil/deepface_models/releases/download/v1.0/arcface_weights.h5 To: /root/.deepface/weights/arcface_weights.h5 100%|██████████| 137M/137M [00:05<00:00, 25.6MB/s]
🔹 Cosine Similarity: 0.1646375357209664 ❌ Faces Do Not Match!
In [34]:
from deepface import DeepFace
import numpy as np
# Paths to the images
img1_path = "/content/drive/MyDrive/PINS/PINS/pins_Amaury Nolasco/Amaury Nolasco0.jpg"
img2_path = "/content/drive/MyDrive/PINS/PINS/pins_Amanda Crew/Amanda Crew0.jpg"
# Extract embeddings using VGG-Face
embedding1 = DeepFace.represent(img_path=img1_path, model_name="VGG-Face")[0]["embedding"]
embedding2 = DeepFace.represent(img_path=img2_path, model_name="VGG-Face")[0]["embedding"]
# Convert to numpy arrays
emb1 = np.array(embedding1)
emb2 = np.array(embedding2)
# Compute Euclidean Distance
distance = np.linalg.norm(emb1 - emb2)
print(f"🔹 Euclidean Distance: {distance}")
# Set a threshold for face matching (VGG-Face threshold ~ 0.9 - 1.2)
THRESHOLD = 1.0
if distance < THRESHOLD:
print("✅ Faces Match!")
else:
print("❌ Faces Do Not Match!")
🔹 Euclidean Distance: 1.386121270747849 ❌ Faces Do Not Match!
Euclidean distance (1.386) is slightly above the usual VGG-Face threshold (~1.0), meaning the model is not confident that the faces match
In [35]:
embedding1 = DeepFace.represent(img_path=img1_path, model_name="Facenet")[0]["embedding"]
embedding2 = DeepFace.represent(img_path=img2_path, model_name="Facenet")[0]["embedding"]
In [36]:
emb1 = emb1 / np.linalg.norm(emb1)
emb2 = emb2 / np.linalg.norm(emb2)
distance = np.linalg.norm(emb1 - emb2)
In [37]:
print("Embedding 1 Shape:", emb1.shape)
print("Embedding 2 Shape:", emb2.shape)
Embedding 1 Shape: (4096,) Embedding 2 Shape: (4096,)
In [38]:
print("Norm of emb1:", np.linalg.norm(emb1))
print("Norm of emb2:", np.linalg.norm(emb2))
Norm of emb1: 1.0 Norm of emb2: 1.0
In [39]:
distance = np.linalg.norm(emb1 - emb2)
print("🔹 Euclidean Distance:", distance)
🔹 Euclidean Distance: 1.386121270747849
In [40]:
cosine_similarity = np.dot(emb1, emb2) / (np.linalg.norm(emb1) * np.linalg.norm(emb2))
print("🔹 Cosine Similarity:", cosine_similarity)
🔹 Cosine Similarity: 0.039333911390184134
In [41]:
embedding1 = DeepFace.represent(img_path=img1_path, model_name="VGG-Face")[0]["embedding"]
embedding2 = DeepFace.represent(img_path=img2_path, model_name="VGG-Face")[0]["embedding"]
In [42]:
# Normalize embeddings
emb1 = embedding1 / np.linalg.norm(embedding1)
emb2 = embedding2 / np.linalg.norm(embedding2)
# Euclidean Distance
euclidean_distance = np.linalg.norm(emb1 - emb2)
print(f"🔹 Euclidean Distance: {euclidean_distance}")
# Cosine Similarity
cosine_similarity = np.dot(emb1, emb2) # Since embeddings are normalized
print(f"🔹 Cosine Similarity: {cosine_similarity}")
🔹 Euclidean Distance: 1.386121270747849 🔹 Cosine Similarity: 0.039333911390184134
In [43]:
import cv2
img1 = cv2.imread(img1_path, cv2.IMREAD_GRAYSCALE)
img2 = cv2.imread(img2_path, cv2.IMREAD_GRAYSCALE)
In [44]:
from deepface import DeepFace
result = DeepFace.verify(img1_path, img2_path, model_name="Facenet")
print(result)
{'verified': False, 'distance': 0.9454106015325031, 'threshold': 0.4, 'model': 'Facenet', 'detector_backend': 'opencv', 'similarity_metric': 'cosine', 'facial_areas': {'img1': {'x': 45, 'y': 21, 'w': 215, 'h': 215, 'left_eye': (194, 104), 'right_eye': (102, 103)}, 'img2': {'x': 37, 'y': 18, 'w': 231, 'h': 231, 'left_eye': (197, 105), 'right_eye': (101, 103)}}, 'time': 1.09}
In [45]:
import cv2
import matplotlib.pyplot as plt
# Load OpenCV's pre-trained face detection model
face_cascade = cv2.CascadeClassifier(cv2.data.haarcascades + "haarcascade_frontalface_default.xml")
def detect_faces(img_path):
# Read image
img = cv2.imread(img_path)
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY) # Convert to grayscale
# Detect faces
faces = face_cascade.detectMultiScale(gray, scaleFactor=1.1, minNeighbors=5, minSize=(30, 30))
# Draw rectangles around detected faces
for (x, y, w, h) in faces:
cv2.rectangle(img, (x, y), (x + w, y + h), (0, 255, 0), 3)
# Show image with detected faces
plt.imshow(cv2.cvtColor(img, cv2.COLOR_BGR2RGB))
plt.axis("off")
plt.title(f"Detected Face in {img_path.split('/')[-1]}")
plt.show()
return faces # Return detected faces for further processing
# Run detection on both images
faces1 = detect_faces(img1_path)
faces2 = detect_faces(img2_path)
In [45]:
In [45]:
In [45]:
Embeddings are still valid ✅
Even if two faces don't match, the extracted embedding vectors are still meaningful for classification
In [46]:
print("Total images:", len(image_paths))
print("First few image paths:", image_paths[:5]) # Show first 5 paths
Total images: 10770 First few image paths: ['/content/drive/MyDrive/PINS/PINS/pins_Aaron Paul/Aaron Paul0_262.jpg', '/content/drive/MyDrive/PINS/PINS/pins_Aaron Paul/Aaron Paul101_247.jpg', '/content/drive/MyDrive/PINS/PINS/pins_Aaron Paul/Aaron Paul101_248.jpg', '/content/drive/MyDrive/PINS/PINS/pins_Aaron Paul/Aaron Paul101_249.jpg', '/content/drive/MyDrive/PINS/PINS/pins_Aaron Paul/Aaron Paul103_217.jpg']
In [47]:
from deepface import DeepFace
single_img = image_paths[0] # Use the first image
try:
result = DeepFace.represent(img_path=single_img, model_name="Facenet")
print("Embedding Extracted:", result)
except Exception as e:
print(f"❌ Error extracting embedding: {e}")
Embedding Extracted: [{'embedding': [-0.08776462078094482, 0.14199617505073547, -0.9997217655181885, 0.9183926582336426, 1.853298306465149, -1.0884240865707397, 1.6451282501220703, 0.02664121799170971, 0.6636602282524109, -0.04384937509894371, -0.2837628722190857, -0.8723365664482117, 1.4078441858291626, -0.17552238702774048, -1.6511132717132568, 1.4643197059631348, 0.34178587794303894, -1.2629554271697998, -2.1877453327178955, 1.032472014427185, 1.3742952346801758, 2.0873963832855225, 0.16295087337493896, -0.20796442031860352, -0.3187703788280487, 1.0976331233978271, 0.23507699370384216, 0.16207846999168396, 1.1708509922027588, 1.0516566038131714, -0.007705360651016235, 0.7942839860916138, -1.6897950172424316, -1.0752613544464111, 0.4999329447746277, -0.06942081451416016, -0.7595441341400146, -0.9886261820793152, -1.535876750946045, -0.5195455551147461, -0.9094446897506714, 1.6660481691360474, 0.3096238970756531, -0.11343392729759216, 1.768913984298706, -0.8202482461929321, 1.287416934967041, -0.32125210762023926, -0.3293323814868927, 1.9333231449127197, -2.0704641342163086, 0.019919417798519135, -1.4075548648834229, -0.5923308730125427, -2.2792487144470215, -1.3329497575759888, 0.2585095167160034, 0.3448317348957062, 0.3744926452636719, 0.04442396014928818, -1.4496134519577026, 1.0866471529006958, 0.050121087580919266, 0.9360552430152893, -1.755420207977295, 0.8370445966720581, 0.4677954912185669, 1.5168917179107666, 1.982348918914795, -1.3135627508163452, -0.2378394901752472, 0.943429708480835, 0.01977977156639099, 0.6553328037261963, -0.3999703526496887, -0.23451921343803406, 0.07385219633579254, -0.36501455307006836, 0.41228461265563965, -2.1025166511535645, -1.0104844570159912, -0.10131451487541199, -0.9075761437416077, -0.717068612575531, 0.2020147740840912, -0.2884679436683655, 0.996262788772583, -1.636694073677063, -0.06839870661497116, 0.44826462864875793, 0.9415223002433777, 1.6524592638015747, 0.4245098829269409, -0.2741803228855133, -0.43428534269332886, 2.126681327819824, -0.6834133863449097, 0.285319983959198, -0.63797527551651, -0.5858163833618164, 0.1964728683233261, 1.291068196296692, 0.037423692643642426, -3.1489202976226807, 0.3249538540840149, -0.7361916899681091, 0.17265036702156067, 0.1037624180316925, -0.6231464743614197, 0.21425952017307281, 0.8052846789360046, 0.4945254325866699, 2.0852413177490234, 1.3383748531341553, 0.6755063533782959, 2.1303257942199707, -0.14785870909690857, -0.21780508756637573, -1.7996034622192383, 0.9827163219451904, 1.2045347690582275, 0.7612788677215576, -0.32962101697921753, -0.46050602197647095, 0.3011523485183716, -1.8951674699783325, 0.03612866252660751, -2.2071022987365723], 'facial_area': {'x': 0, 'y': 0, 'w': 298, 'h': 300, 'left_eye': None, 'right_eye': None}, 'face_confidence': 0.94}]
In [48]:
import numpy as np
# Check if X and y exist
if 'X' not in globals() or 'y' not in globals():
print("❌ Error: X or y is not defined! Run the embedding extraction code first.")
else:
# Convert lists to NumPy arrays
X = np.array(X)
y = np.array(y)
print("✅ Data successfully converted to NumPy arrays!")
print(f"Shape of X (embeddings): {X.shape}")
print(f"Shape of y (labels): {y.shape}")
# Save embeddings and labels to Google Drive
np.save("/content/drive/MyDrive/face_embeddings.npy", X)
np.save("/content/drive/MyDrive/face_labels.npy", y)
print("✅ Embeddings saved successfully in Google Drive!")
❌ Error: X or y is not defined! Run the embedding extraction code first.
In [49]:
X_loaded = np.load("/content/drive/MyDrive/face_embeddings.npy")
y_loaded = np.load("/content/drive/MyDrive/face_labels.npy")
print("✅ Data loaded successfully!")
print("X shape:", X_loaded.shape)
print("y shape:", y_loaded.shape)
✅ Data loaded successfully! X shape: (68, 128) y shape: (68,)
PCA & Train SVM
In [50]:
from sklearn.decomposition import PCA
# Reduce dimensions (e.g., from 128 to 50)
pca = PCA(n_components=50)
X_pca = pca.fit_transform(X_loaded)
print("✅ PCA applied! New shape:", X_pca.shape)
✅ PCA applied! New shape: (68, 50)
In [51]:
print("Unique classes in y_loaded:", np.unique(y_loaded))
Unique classes in y_loaded: ['Aaron Paul']
In [52]:
from sklearn.model_selection import train_test_split
X_train, X_test, y_train, y_test = train_test_split(
X_pca, y_loaded, test_size=0.2, stratify=y_loaded, random_state=42
)
print("Unique classes in y_train after stratification:", np.unique(y_train))
Unique classes in y_train after stratification: ['Aaron Paul']
In [53]:
print("Unique classes in y_loaded:", np.unique(y_loaded))
Unique classes in y_loaded: ['Aaron Paul']
In [54]:
print(f"Total images attempted: {len(image_paths)}")
print(f"Total successful embeddings: {len(y_loaded)}")
print(f"Total images skipped: {len(image_paths) - len(y_loaded)}")
Total images attempted: 10770 Total successful embeddings: 68 Total images skipped: 10702
In [ ]:
from deepface import DeepFace
import concurrent.futures
import os
# Function to extract embeddings
def extract_embedding(image_path):
try:
embedding = DeepFace.represent(image_path, model_name="VGG-Face", enforce_detection=False)[0]["embedding"]
label = os.path.basename(os.path.dirname(image_path)) # Extract actor's name
return (embedding, label)
except Exception as e:
return None # Skip images with errors
# Use multiprocessing for faster execution
X, y = [], []
with concurrent.futures.ProcessPoolExecutor(max_workers=8) as executor: # Use CPU cores
results = list(executor.map(extract_embedding, image_paths))
# Filter None values
X, y = zip(*[r for r in results if r is not None])
print(f"✅ Total successful embeddings: {len(X)}")
print(f"❌ Total failed images: {len(image_paths) - len(X)}")
In [ ]:
Actionable Insights & Recommendations
- DeepFace with Facenet is slow, even with threading/multiprocessing. Processing all images sequentially takes a significant amount of time.
- Convert images to grayscale or enhance contrast for better detection.
- Check image dimensions and remove images with extreme lighting conditions or distortions
- Add more high-quality images for each actor. Use data augmentation (flipping, rotation, brightness adjustments) to increase robustness. -Some images did not contain detectable faces due to angles or occlusions.
In [ ]: